---
_id: '3846'
abstract:
- lang: eng
  text: We summarize classical and recent results about two-player games played on
    graphs with ω-regular objectives. These games have applications in the verification
    and synthesis of reactive systems. Important distinctions are whether a graph
    game is turn-based or concurrent; deterministic or stochastic; zero-sum or not.
    We cluster known results and open problems according to these classifications.
acknowledgement: This research was supported in part by the ONR grant N00014-02-1-0671,
  by the AFOSR MURI grant F49620-00-1-0327, and by the NSF grants CCR-9988172, CCR-0085949,
  and CCR-0225610.
article_processing_charge: No
article_type: original
author:
- first_name: Krishnendu
  full_name: Chatterjee, Krishnendu
  id: 2E5DCA20-F248-11E8-B48F-1D18A9856A87
  last_name: Chatterjee
  orcid: 0000-0002-4561-241X
- first_name: Thomas A
  full_name: Henzinger, Thomas A
  id: 40876CD8-F248-11E8-B48F-1D18A9856A87
  last_name: Henzinger
  orcid: 0000−0002−2985−7724
citation:
  ama: Chatterjee K, Henzinger TA. A survey of stochastic ω regular games. <i>Journal
    of Computer and System Sciences</i>. 2012;78(2):394-413. doi:<a href="https://doi.org/10.1016/j.jcss.2011.05.002">10.1016/j.jcss.2011.05.002</a>
  apa: Chatterjee, K., &#38; Henzinger, T. A. (2012). A survey of stochastic ω regular
    games. <i>Journal of Computer and System Sciences</i>. Elsevier. <a href="https://doi.org/10.1016/j.jcss.2011.05.002">https://doi.org/10.1016/j.jcss.2011.05.002</a>
  chicago: Chatterjee, Krishnendu, and Thomas A Henzinger. “A Survey of Stochastic
    ω Regular Games.” <i>Journal of Computer and System Sciences</i>. Elsevier, 2012.
    <a href="https://doi.org/10.1016/j.jcss.2011.05.002">https://doi.org/10.1016/j.jcss.2011.05.002</a>.
  ieee: K. Chatterjee and T. A. Henzinger, “A survey of stochastic ω regular games,”
    <i>Journal of Computer and System Sciences</i>, vol. 78, no. 2. Elsevier, pp.
    394–413, 2012.
  ista: Chatterjee K, Henzinger TA. 2012. A survey of stochastic ω regular games.
    Journal of Computer and System Sciences. 78(2), 394–413.
  mla: Chatterjee, Krishnendu, and Thomas A. Henzinger. “A Survey of Stochastic ω
    Regular Games.” <i>Journal of Computer and System Sciences</i>, vol. 78, no. 2,
    Elsevier, 2012, pp. 394–413, doi:<a href="https://doi.org/10.1016/j.jcss.2011.05.002">10.1016/j.jcss.2011.05.002</a>.
  short: K. Chatterjee, T.A. Henzinger, Journal of Computer and System Sciences 78
    (2012) 394–413.
date_created: 2018-12-11T12:05:29Z
date_published: 2012-03-02T00:00:00Z
date_updated: 2022-05-24T08:00:54Z
day: '02'
ddc:
- '000'
department:
- _id: KrCh
- _id: ToHe
doi: 10.1016/j.jcss.2011.05.002
file:
- access_level: open_access
  checksum: 241b939deb4517cdd4426d49c67e3fa2
  content_type: application/pdf
  creator: kschuh
  date_created: 2019-01-29T10:54:28Z
  date_updated: 2020-07-14T12:46:17Z
  file_id: '5897'
  file_name: a_survey_of_stochastic_omega-regular_games.pdf
  file_size: 336450
  relation: main_file
file_date_updated: 2020-07-14T12:46:17Z
has_accepted_license: '1'
intvolume: '        78'
issue: '2'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://doi.org/10.1016/j.jcss.2011.05.002
month: '03'
oa: 1
oa_version: Submitted Version
page: 394 - 413
publication: Journal of Computer and System Sciences
publication_status: published
publisher: Elsevier
publist_id: '2341'
quality_controlled: '1'
scopus_import: '1'
status: public
title: A survey of stochastic ω regular games
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 78
year: '2012'
...
---
_id: '493'
abstract:
- lang: eng
  text: 'The BCI competition IV stands in the tradition of prior BCI competitions
    that aim to provide high quality neuroscientific data for open access to the scientific
    community. As experienced already in prior competitions not only scientists from
    the narrow field of BCI compete, but scholars with a broad variety of backgrounds
    and nationalities. They include high specialists as well as students.The goals
    of all BCI competitions have always been to challenge with respect to novel paradigms
    and complex data. We report on the following challenges: (1) asynchronous data,
    (2) synthetic, (3) multi-class continuous data, (4) sessionto-session transfer,
    (5) directionally modulated MEG, (6) finger movements recorded by ECoG. As after
    past competitions, our hope is that winning entries may enhance the analysis methods
    of future BCIs.'
acknowledgement: "The studies were in part or completely supported by the Bundesministerium
  für Bildung und Forschung (BMBF), Fkz 01IB001A, 01GQ0850, by the German Science
  Foundation (DFG, contract MU 987/3-2), by the European ICT Programme Projects FP7-224631
  and 216886, the World Class University Program through the National Research Foundation
  of Korea funded by the Ministry of Education, Science, and Technology (Grant R31-10008),
  the US Army Research Office [W911NF-08-1-0216 (Gerwin Schalk) and W911NF-07-1-0415
  (Gerwin Schalk)] and the NIH [EB006356 (Gerwin Schalk) and EB000856 (Gerwin Schalk),
  the WIN-Kolleg of the Heidelberg Academy of Sciences and Humanities, German Federal
  Ministry of Education and Research grants 01GQ0420, 01GQ0761, 01GQ0762, and 01GQ0830,
  German Research Foundation grants 550/B5 and C6, and by a scholarship from the German
  National Academic Foundation. This paper only reflects the authors’ views and funding
  agencies are not liable for any use that may be made of the information contained
  herein.\r\n"
article_number: '55'
author:
- first_name: Michael
  full_name: Tangermann, Michael
  last_name: Tangermann
- first_name: Klaus
  full_name: Müller, Klaus
  last_name: Müller
- first_name: Ad
  full_name: Aertsen, Ad
  last_name: Aertsen
- first_name: Niels
  full_name: Birbaumer, Niels
  last_name: Birbaumer
- first_name: Christoph
  full_name: Braun, Christoph
  last_name: Braun
- first_name: Clemens
  full_name: Brunner, Clemens
  last_name: Brunner
- first_name: Robert
  full_name: Leeb, Robert
  last_name: Leeb
- first_name: Carsten
  full_name: Mehring, Carsten
  last_name: Mehring
- first_name: Kai
  full_name: Miller, Kai
  last_name: Miller
- first_name: Gernot
  full_name: Müller Putz, Gernot
  last_name: Müller Putz
- first_name: Guido
  full_name: Nolte, Guido
  last_name: Nolte
- first_name: Gert
  full_name: Pfurtscheller, Gert
  last_name: Pfurtscheller
- first_name: Hubert
  full_name: Preissl, Hubert
  last_name: Preissl
- first_name: Gerwin
  full_name: Schalk, Gerwin
  last_name: Schalk
- first_name: Alois
  full_name: Schlögl, Alois
  id: 45BF87EE-F248-11E8-B48F-1D18A9856A87
  last_name: Schlögl
  orcid: 0000-0002-5621-8100
- first_name: Carmen
  full_name: Vidaurre, Carmen
  last_name: Vidaurre
- first_name: Stephan
  full_name: Waldert, Stephan
  last_name: Waldert
- first_name: Benjamin
  full_name: Blankertz, Benjamin
  last_name: Blankertz
citation:
  ama: Tangermann M, Müller K, Aertsen A, et al. Review of the BCI competition IV.
    <i>Frontiers in Neuroscience</i>. 2012;6. doi:<a href="https://doi.org/10.3389/fnins.2012.00055">10.3389/fnins.2012.00055</a>
  apa: Tangermann, M., Müller, K., Aertsen, A., Birbaumer, N., Braun, C., Brunner,
    C., … Blankertz, B. (2012). Review of the BCI competition IV. <i>Frontiers in
    Neuroscience</i>. Frontiers Research Foundation. <a href="https://doi.org/10.3389/fnins.2012.00055">https://doi.org/10.3389/fnins.2012.00055</a>
  chicago: Tangermann, Michael, Klaus Müller, Ad Aertsen, Niels Birbaumer, Christoph
    Braun, Clemens Brunner, Robert Leeb, et al. “Review of the BCI Competition IV.”
    <i>Frontiers in Neuroscience</i>. Frontiers Research Foundation, 2012. <a href="https://doi.org/10.3389/fnins.2012.00055">https://doi.org/10.3389/fnins.2012.00055</a>.
  ieee: M. Tangermann <i>et al.</i>, “Review of the BCI competition IV,” <i>Frontiers
    in Neuroscience</i>, vol. 6. Frontiers Research Foundation, 2012.
  ista: Tangermann M, Müller K, Aertsen A, Birbaumer N, Braun C, Brunner C, Leeb R,
    Mehring C, Miller K, Müller Putz G, Nolte G, Pfurtscheller G, Preissl H, Schalk
    G, Schlögl A, Vidaurre C, Waldert S, Blankertz B. 2012. Review of the BCI competition
    IV. Frontiers in Neuroscience. 6, 55.
  mla: Tangermann, Michael, et al. “Review of the BCI Competition IV.” <i>Frontiers
    in Neuroscience</i>, vol. 6, 55, Frontiers Research Foundation, 2012, doi:<a href="https://doi.org/10.3389/fnins.2012.00055">10.3389/fnins.2012.00055</a>.
  short: M. Tangermann, K. Müller, A. Aertsen, N. Birbaumer, C. Braun, C. Brunner,
    R. Leeb, C. Mehring, K. Miller, G. Müller Putz, G. Nolte, G. Pfurtscheller, H.
    Preissl, G. Schalk, A. Schlögl, C. Vidaurre, S. Waldert, B. Blankertz, Frontiers
    in Neuroscience 6 (2012).
date_created: 2018-12-11T11:46:46Z
date_published: 2012-07-13T00:00:00Z
date_updated: 2021-01-12T08:01:03Z
day: '13'
ddc:
- '004'
department:
- _id: ScienComp
- _id: PeJo
doi: 10.3389/fnins.2012.00055
file:
- access_level: open_access
  checksum: 195238221c4b0b0f4035f6f6c16ea17c
  content_type: application/pdf
  creator: system
  date_created: 2018-12-12T10:18:34Z
  date_updated: 2020-07-14T12:46:35Z
  file_id: '5356'
  file_name: IST-2018-945-v1+1_2012_Schloegl_Review_of.pdf
  file_size: 2693701
  relation: main_file
file_date_updated: 2020-07-14T12:46:35Z
has_accepted_license: '1'
intvolume: '         6'
language:
- iso: eng
month: '07'
oa: 1
oa_version: Published Version
publication: Frontiers in Neuroscience
publication_status: published
publisher: Frontiers Research Foundation
publist_id: '7327'
pubrep_id: '945'
quality_controlled: '1'
scopus_import: 1
status: public
title: Review of the BCI competition IV
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: journal_article
user_id: 3E5EF7F0-F248-11E8-B48F-1D18A9856A87
volume: 6
year: '2012'
...
---
_id: '494'
abstract:
- lang: eng
  text: We solve the longstanding open problems of the blow-up involved in the translations,
    when possible, of a nondeterministic Büchi word automaton (NBW) to a nondeterministic
    co-Büchi word automaton (NCW) and to a deterministic co-Büchi word automaton (DCW).
    For the NBW to NCW translation, the currently known upper bound is 2o(nlog n)
    and the lower bound is 1.5n. We improve the upper bound to n2n and describe a
    matching lower bound of 2ω(n). For the NBW to DCW translation, the currently known
    upper bound is 2o(nlog n). We improve it to 2 o(n), which is asymptotically tight.
    Both of our upper-bound constructions are based on a simple subset construction,
    do not involve intermediate automata with richer acceptance conditions, and can
    be implemented symbolically. We continue and solve the open problems of translating
    nondeterministic Streett, Rabin, Muller, and parity word automata to NCW and to
    DCW. Going via an intermediate NBW is not optimal and we describe direct, simple,
    and asymptotically tight constructions, involving a 2o(n) blow-up. The constructions
    are variants of the subset construction, providing a unified approach for translating
    all common classes of automata to NCW and DCW. Beyond the theoretical importance
    of the results, we point to numerous applications of the new constructions. In
    particular, they imply a simple subset-construction based translation, when possible,
    of LTL to deterministic Büchi word automata.
article_number: '29'
author:
- first_name: Udi
  full_name: Boker, Udi
  id: 31E297B6-F248-11E8-B48F-1D18A9856A87
  last_name: Boker
- first_name: Orna
  full_name: Kupferman, Orna
  last_name: Kupferman
citation:
  ama: Boker U, Kupferman O. Translating to Co-Büchi made tight, unified, and useful.
    <i>ACM Transactions on Computational Logic (TOCL)</i>. 2012;13(4). doi:<a href="https://doi.org/10.1145/2362355.2362357">10.1145/2362355.2362357</a>
  apa: Boker, U., &#38; Kupferman, O. (2012). Translating to Co-Büchi made tight,
    unified, and useful. <i>ACM Transactions on Computational Logic (TOCL)</i>. ACM.
    <a href="https://doi.org/10.1145/2362355.2362357">https://doi.org/10.1145/2362355.2362357</a>
  chicago: Boker, Udi, and Orna Kupferman. “Translating to Co-Büchi Made Tight, Unified,
    and Useful.” <i>ACM Transactions on Computational Logic (TOCL)</i>. ACM, 2012.
    <a href="https://doi.org/10.1145/2362355.2362357">https://doi.org/10.1145/2362355.2362357</a>.
  ieee: U. Boker and O. Kupferman, “Translating to Co-Büchi made tight, unified, and
    useful,” <i>ACM Transactions on Computational Logic (TOCL)</i>, vol. 13, no. 4.
    ACM, 2012.
  ista: Boker U, Kupferman O. 2012. Translating to Co-Büchi made tight, unified, and
    useful. ACM Transactions on Computational Logic (TOCL). 13(4), 29.
  mla: Boker, Udi, and Orna Kupferman. “Translating to Co-Büchi Made Tight, Unified,
    and Useful.” <i>ACM Transactions on Computational Logic (TOCL)</i>, vol. 13, no.
    4, 29, ACM, 2012, doi:<a href="https://doi.org/10.1145/2362355.2362357">10.1145/2362355.2362357</a>.
  short: U. Boker, O. Kupferman, ACM Transactions on Computational Logic (TOCL) 13
    (2012).
date_created: 2018-12-11T11:46:47Z
date_published: 2012-10-01T00:00:00Z
date_updated: 2021-01-12T08:01:03Z
day: '01'
department:
- _id: ToHe
doi: 10.1145/2362355.2362357
intvolume: '        13'
issue: '4'
language:
- iso: eng
month: '10'
oa_version: None
publication: ACM Transactions on Computational Logic (TOCL)
publication_status: published
publisher: ACM
publist_id: '7326'
quality_controlled: '1'
scopus_import: 1
status: public
title: Translating to Co-Büchi made tight, unified, and useful
type: journal_article
user_id: 3E5EF7F0-F248-11E8-B48F-1D18A9856A87
volume: 13
year: '2012'
...
---
_id: '495'
abstract:
- lang: eng
  text: An automaton with advice is a finite state automaton which has access to an
    additional fixed infinite string called an advice tape. We refine the Myhill-Nerode
    theorem to characterize the languages of finite strings that are accepted by automata
    with advice. We do the same for tree automata with advice.
alternative_title:
- EPTCS
author:
- first_name: Alex
  full_name: Kruckman, Alex
  last_name: Kruckman
- first_name: Sasha
  full_name: Rubin, Sasha
  id: 2EC51194-F248-11E8-B48F-1D18A9856A87
  last_name: Rubin
- first_name: John
  full_name: Sheridan, John
  last_name: Sheridan
- first_name: Ben
  full_name: Zax, Ben
  last_name: Zax
citation:
  ama: 'Kruckman A, Rubin S, Sheridan J, Zax B. A Myhill Nerode theorem for automata
    with advice. In: <i>Proceedings GandALF 2012</i>. Vol 96. Open Publishing Association;
    2012:238-246. doi:<a href="https://doi.org/10.4204/EPTCS.96.18">10.4204/EPTCS.96.18</a>'
  apa: 'Kruckman, A., Rubin, S., Sheridan, J., &#38; Zax, B. (2012). A Myhill Nerode
    theorem for automata with advice. In <i>Proceedings GandALF 2012</i> (Vol. 96,
    pp. 238–246). Napoli, Italy: Open Publishing Association. <a href="https://doi.org/10.4204/EPTCS.96.18">https://doi.org/10.4204/EPTCS.96.18</a>'
  chicago: Kruckman, Alex, Sasha Rubin, John Sheridan, and Ben Zax. “A Myhill Nerode
    Theorem for Automata with Advice.” In <i>Proceedings GandALF 2012</i>, 96:238–46.
    Open Publishing Association, 2012. <a href="https://doi.org/10.4204/EPTCS.96.18">https://doi.org/10.4204/EPTCS.96.18</a>.
  ieee: A. Kruckman, S. Rubin, J. Sheridan, and B. Zax, “A Myhill Nerode theorem for
    automata with advice,” in <i>Proceedings GandALF 2012</i>, Napoli, Italy, 2012,
    vol. 96, pp. 238–246.
  ista: 'Kruckman A, Rubin S, Sheridan J, Zax B. 2012. A Myhill Nerode theorem for
    automata with advice. Proceedings GandALF 2012. GandALF: Games, Automata, Logics
    and Formal Verification, EPTCS, vol. 96, 238–246.'
  mla: Kruckman, Alex, et al. “A Myhill Nerode Theorem for Automata with Advice.”
    <i>Proceedings GandALF 2012</i>, vol. 96, Open Publishing Association, 2012, pp.
    238–46, doi:<a href="https://doi.org/10.4204/EPTCS.96.18">10.4204/EPTCS.96.18</a>.
  short: A. Kruckman, S. Rubin, J. Sheridan, B. Zax, in:, Proceedings GandALF 2012,
    Open Publishing Association, 2012, pp. 238–246.
conference:
  end_date: 2012-09-08
  location: Napoli, Italy
  name: 'GandALF: Games, Automata, Logics and Formal Verification'
  start_date: 2012-09-06
date_created: 2018-12-11T11:46:47Z
date_published: 2012-10-07T00:00:00Z
date_updated: 2021-01-12T08:01:04Z
day: '07'
ddc:
- '004'
department:
- _id: KrCh
doi: 10.4204/EPTCS.96.18
ec_funded: 1
file:
- access_level: open_access
  checksum: 56277f95edc9d531fa3bdc5f9579fda8
  content_type: application/pdf
  creator: system
  date_created: 2018-12-12T10:15:31Z
  date_updated: 2020-07-14T12:46:35Z
  file_id: '5152'
  file_name: IST-2018-944-v1+1_2012_Rubin_A_Myhill.pdf
  file_size: 97736
  relation: main_file
file_date_updated: 2020-07-14T12:46:35Z
has_accepted_license: '1'
intvolume: '        96'
language:
- iso: eng
month: '10'
oa: 1
oa_version: Published Version
page: 238 - 246
project:
- _id: 25832EC2-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: S 11407_N23
  name: Rigorous Systems Engineering
- _id: 2581B60A-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '279307'
  name: 'Quantitative Graph Games: Theory and Applications'
publication: Proceedings GandALF 2012
publication_status: published
publisher: Open Publishing Association
publist_id: '7325'
pubrep_id: '944'
quality_controlled: '1'
scopus_import: 1
status: public
title: A Myhill Nerode theorem for automata with advice
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: conference
user_id: 3E5EF7F0-F248-11E8-B48F-1D18A9856A87
volume: 96
year: '2012'
...
---
_id: '496'
abstract:
- lang: eng
  text: 'We study the expressive power of logical interpretations on the class of
    scattered trees, namely those with countably many infinite branches. Scattered
    trees can be thought of as the tree analogue of scattered linear orders. Every
    scattered tree has an ordinal rank that reflects the structure of its infinite
    branches. We prove, roughly, that trees and orders of large rank cannot be interpreted
    in scattered trees of small rank. We consider a quite general notion of interpretation:
    each element of the interpreted structure is represented by a set of tuples of
    subsets of the interpreting tree. Our trees are countable, not necessarily finitely
    branching, and may have finitely many unary predicates as labellings. We also
    show how to replace injective set-interpretations in (not necessarily scattered)
    trees by ''finitary'' set-interpretations.'
alternative_title:
- LICS
article_number: '6280474'
author:
- first_name: Alexander
  full_name: Rabinovich, Alexander
  last_name: Rabinovich
- first_name: Sasha
  full_name: Rubin, Sasha
  id: 2EC51194-F248-11E8-B48F-1D18A9856A87
  last_name: Rubin
citation:
  ama: 'Rabinovich A, Rubin S. Interpretations in trees with countably many branches.
    In: IEEE; 2012. doi:<a href="https://doi.org/10.1109/LICS.2012.65">10.1109/LICS.2012.65</a>'
  apa: 'Rabinovich, A., &#38; Rubin, S. (2012). Interpretations in trees with countably
    many branches. Presented at the LICS: Symposium on Logic in Computer Science,
    Dubrovnik, Croatia: IEEE. <a href="https://doi.org/10.1109/LICS.2012.65">https://doi.org/10.1109/LICS.2012.65</a>'
  chicago: Rabinovich, Alexander, and Sasha Rubin. “Interpretations in Trees with
    Countably Many Branches.” IEEE, 2012. <a href="https://doi.org/10.1109/LICS.2012.65">https://doi.org/10.1109/LICS.2012.65</a>.
  ieee: 'A. Rabinovich and S. Rubin, “Interpretations in trees with countably many
    branches,” presented at the LICS: Symposium on Logic in Computer Science, Dubrovnik,
    Croatia, 2012.'
  ista: 'Rabinovich A, Rubin S. 2012. Interpretations in trees with countably many
    branches. LICS: Symposium on Logic in Computer Science, LICS, , 6280474.'
  mla: Rabinovich, Alexander, and Sasha Rubin. <i>Interpretations in Trees with Countably
    Many Branches</i>. 6280474, IEEE, 2012, doi:<a href="https://doi.org/10.1109/LICS.2012.65">10.1109/LICS.2012.65</a>.
  short: A. Rabinovich, S. Rubin, in:, IEEE, 2012.
conference:
  end_date: 2012-06-28
  location: Dubrovnik, Croatia
  name: 'LICS: Symposium on Logic in Computer Science'
  start_date: 2012-06-25
date_created: 2018-12-11T11:46:47Z
date_published: 2012-01-01T00:00:00Z
date_updated: 2021-01-12T08:01:05Z
day: '01'
department:
- _id: KrCh
doi: 10.1109/LICS.2012.65
ec_funded: 1
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://arise.or.at/pubpdf/Interpretations_in_Trees_with_Countably_Many_Branches.pdf
month: '01'
oa: 1
oa_version: Preprint
project:
- _id: 2581B60A-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '279307'
  name: 'Quantitative Graph Games: Theory and Applications'
- _id: 25832EC2-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: S 11407_N23
  name: Rigorous Systems Engineering
publication_status: published
publisher: IEEE
publist_id: '7324'
quality_controlled: '1'
scopus_import: 1
status: public
title: Interpretations in trees with countably many branches
type: conference
user_id: 3E5EF7F0-F248-11E8-B48F-1D18A9856A87
year: '2012'
...
---
_id: '497'
abstract:
- lang: eng
  text: 'One central issue in the formal design and analysis of reactive systems is
    the notion of refinement that asks whether all behaviors of the implementation
    is allowed by the specification. The local interpretation of behavior leads to
    the notion of simulation. Alternating transition systems (ATSs) provide a general
    model for composite reactive systems, and the simulation relation for ATSs is
    known as alternating simulation. The simulation relation for fair transition systems
    is called fair simulation. In this work our main contributions are as follows:
    (1) We present an improved algorithm for fair simulation with Büchi fairness constraints;
    our algorithm requires O(n 3·m) time as compared to the previous known O(n 6)-time
    algorithm, where n is the number of states and m is the number of transitions.
    (2) We present a game based algorithm for alternating simulation that requires
    O(m2)-time as compared to the previous known O((n·m)2)-time algorithm, where n
    is the number of states and m is the size of transition relation. (3) We present
    an iterative algorithm for alternating simulation that matches the time complexity
    of the game based algorithm, but is more space efficient than the game based algorithm.
    © Krishnendu Chatterjee, Siddhesh Chaubal, and Pritish Kamath.'
alternative_title:
- LIPIcs
author:
- first_name: Krishnendu
  full_name: Chatterjee, Krishnendu
  id: 2E5DCA20-F248-11E8-B48F-1D18A9856A87
  last_name: Chatterjee
  orcid: 0000-0002-4561-241X
- first_name: Siddhesh
  full_name: Chaubal, Siddhesh
  last_name: Chaubal
- first_name: Pritish
  full_name: Kamath, Pritish
  last_name: Kamath
citation:
  ama: 'Chatterjee K, Chaubal S, Kamath P. Faster algorithms for alternating refinement
    relations. In: Vol 16. Schloss Dagstuhl - Leibniz-Zentrum für Informatik; 2012:167-182.
    doi:<a href="https://doi.org/10.4230/LIPIcs.CSL.2012.167">10.4230/LIPIcs.CSL.2012.167</a>'
  apa: 'Chatterjee, K., Chaubal, S., &#38; Kamath, P. (2012). Faster algorithms for
    alternating refinement relations (Vol. 16, pp. 167–182). Presented at the EACSL:
    European Association for Computer Science Logic, Fontainebleau, France: Schloss
    Dagstuhl - Leibniz-Zentrum für Informatik. <a href="https://doi.org/10.4230/LIPIcs.CSL.2012.167">https://doi.org/10.4230/LIPIcs.CSL.2012.167</a>'
  chicago: Chatterjee, Krishnendu, Siddhesh Chaubal, and Pritish Kamath. “Faster Algorithms
    for Alternating Refinement Relations,” 16:167–82. Schloss Dagstuhl - Leibniz-Zentrum
    für Informatik, 2012. <a href="https://doi.org/10.4230/LIPIcs.CSL.2012.167">https://doi.org/10.4230/LIPIcs.CSL.2012.167</a>.
  ieee: 'K. Chatterjee, S. Chaubal, and P. Kamath, “Faster algorithms for alternating
    refinement relations,” presented at the EACSL: European Association for Computer
    Science Logic, Fontainebleau, France, 2012, vol. 16, pp. 167–182.'
  ista: 'Chatterjee K, Chaubal S, Kamath P. 2012. Faster algorithms for alternating
    refinement relations. EACSL: European Association for Computer Science Logic,
    LIPIcs, vol. 16, 167–182.'
  mla: Chatterjee, Krishnendu, et al. <i>Faster Algorithms for Alternating Refinement
    Relations</i>. Vol. 16, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2012,
    pp. 167–82, doi:<a href="https://doi.org/10.4230/LIPIcs.CSL.2012.167">10.4230/LIPIcs.CSL.2012.167</a>.
  short: K. Chatterjee, S. Chaubal, P. Kamath, in:, Schloss Dagstuhl - Leibniz-Zentrum
    für Informatik, 2012, pp. 167–182.
conference:
  end_date: 2012-09-06
  location: Fontainebleau, France
  name: 'EACSL: European Association for Computer Science Logic'
  start_date: 2012-09-03
date_created: 2018-12-11T11:46:48Z
date_published: 2012-09-01T00:00:00Z
date_updated: 2023-02-23T12:23:32Z
day: '01'
ddc:
- '004'
department:
- _id: KrCh
doi: 10.4230/LIPIcs.CSL.2012.167
ec_funded: 1
file:
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  checksum: f1b0dd99240800db2d7dbf9b5131fe5e
  content_type: application/pdf
  creator: system
  date_created: 2018-12-12T10:08:50Z
  date_updated: 2020-07-14T12:46:35Z
  file_id: '4712'
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file_date_updated: 2020-07-14T12:46:35Z
has_accepted_license: '1'
intvolume: '        16'
language:
- iso: eng
license: https://creativecommons.org/licenses/by-nc-nd/4.0/
month: '09'
oa: 1
oa_version: Published Version
page: 167 - 182
project:
- _id: 2584A770-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: P 23499-N23
  name: Modern Graph Algorithmic Techniques in Formal Verification
- _id: 25832EC2-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: S 11407_N23
  name: Rigorous Systems Engineering
- _id: 2581B60A-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '279307'
  name: 'Quantitative Graph Games: Theory and Applications'
- _id: 2587B514-B435-11E9-9278-68D0E5697425
  name: Microsoft Research Faculty Fellowship
publication_status: published
publisher: Schloss Dagstuhl - Leibniz-Zentrum für Informatik
publist_id: '7323'
pubrep_id: '943'
quality_controlled: '1'
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scopus_import: 1
status: public
title: Faster algorithms for alternating refinement relations
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  short: CC BY-NC-ND (4.0)
type: conference
user_id: 3E5EF7F0-F248-11E8-B48F-1D18A9856A87
volume: 16
year: '2012'
...
---
_id: '498'
abstract:
- lang: eng
  text: Understanding patterns and correlates of local adaptation in heterogeneous
    landscapes can provide important information in the selection of appropriate seed
    sources for restoration. We assessed the extent of local adaptation of fitness
    components in 12 population pairs of the perennial herb Rutidosis leptorrhynchoides
    (Asteraceae) and examined whether spatial scale (0.7-600 km), environmental distance,
    quantitative (QST) and neutral (FST) genetic differentiation, and size of the
    local and foreign populations could predict patterns of adaptive differentiation.
    Local adaptation varied among populations and fitness components. Including all
    population pairs, local adaptation was observed for seedling survival, but not
    for biomass, while foreign genotype advantage was observed for reproduction (number
    of inflorescences). Among population pairs, local adaptation increased with QST
    and local population size for biomass. QST was associated with environmental distance,
    suggesting ecological selection for phenotypic divergence. However, low FST and
    variation in population structure in small populations demonstrates the interaction
    of gene flow and drift in constraining local adaptation in R. leptorrhynchoides.
    Our study indicates that for species in heterogeneous landscapes, collecting seed
    from large populations from similar environments to candidate sites is likely
    to provide the most appropriate seed sources for restoration.
acknowledgement: "We thank Graham Pickup, David Steer, Linda Broadhurst, Lan Li and
  Carole Elliott for technical assistance. The New\r\nSouth Wales Department of Environment
  and Climate Change, ACT Parks, Conservation and Lands and the\r\nDepartment of Sustainability
  and Environment in Victoria provided permits for seed and soil collection. We thank\r\nSpencer
  C. H. Barrett for comments that improved the quality of the manuscript.\r\n"
author:
- first_name: Melinda
  full_name: Pickup, Melinda
  id: 2C78037E-F248-11E8-B48F-1D18A9856A87
  last_name: Pickup
  orcid: 0000-0001-6118-0541
- first_name: David
  full_name: Field, David
  id: 419049E2-F248-11E8-B48F-1D18A9856A87
  last_name: Field
  orcid: 0000-0002-4014-8478
- first_name: David
  full_name: Rowell, David
  last_name: Rowell
- first_name: Andrew
  full_name: Young, Andrew
  last_name: Young
citation:
  ama: 'Pickup M, Field D, Rowell D, Young A. Predicting local adaptation in fragmented
    plant populations: Implications for restoration genetics. <i>Evolutionary Applications</i>.
    2012;5(8):913-924. doi:<a href="https://doi.org/10.1111/j.1752-4571.2012.00284.x">10.1111/j.1752-4571.2012.00284.x</a>'
  apa: 'Pickup, M., Field, D., Rowell, D., &#38; Young, A. (2012). Predicting local
    adaptation in fragmented plant populations: Implications for restoration genetics.
    <i>Evolutionary Applications</i>. Wiley-Blackwell. <a href="https://doi.org/10.1111/j.1752-4571.2012.00284.x">https://doi.org/10.1111/j.1752-4571.2012.00284.x</a>'
  chicago: 'Pickup, Melinda, David Field, David Rowell, and Andrew Young. “Predicting
    Local Adaptation in Fragmented Plant Populations: Implications for Restoration
    Genetics.” <i>Evolutionary Applications</i>. Wiley-Blackwell, 2012. <a href="https://doi.org/10.1111/j.1752-4571.2012.00284.x">https://doi.org/10.1111/j.1752-4571.2012.00284.x</a>.'
  ieee: 'M. Pickup, D. Field, D. Rowell, and A. Young, “Predicting local adaptation
    in fragmented plant populations: Implications for restoration genetics,” <i>Evolutionary
    Applications</i>, vol. 5, no. 8. Wiley-Blackwell, pp. 913–924, 2012.'
  ista: 'Pickup M, Field D, Rowell D, Young A. 2012. Predicting local adaptation in
    fragmented plant populations: Implications for restoration genetics. Evolutionary
    Applications. 5(8), 913–924.'
  mla: 'Pickup, Melinda, et al. “Predicting Local Adaptation in Fragmented Plant Populations:
    Implications for Restoration Genetics.” <i>Evolutionary Applications</i>, vol.
    5, no. 8, Wiley-Blackwell, 2012, pp. 913–24, doi:<a href="https://doi.org/10.1111/j.1752-4571.2012.00284.x">10.1111/j.1752-4571.2012.00284.x</a>.'
  short: M. Pickup, D. Field, D. Rowell, A. Young, Evolutionary Applications 5 (2012)
    913–924.
date_created: 2018-12-11T11:46:48Z
date_published: 2012-12-01T00:00:00Z
date_updated: 2021-01-12T08:01:06Z
day: '01'
ddc:
- '576'
department:
- _id: NiBa
doi: 10.1111/j.1752-4571.2012.00284.x
file:
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  date_created: 2018-12-12T10:10:33Z
  date_updated: 2020-07-14T12:46:35Z
  file_id: '4821'
  file_name: IST-2018-942-v1+1_Pickup_et_al-2012-Evolutionary_Applications.pdf
  file_size: 396136
  relation: main_file
file_date_updated: 2020-07-14T12:46:35Z
has_accepted_license: '1'
intvolume: '         5'
issue: '8'
language:
- iso: eng
month: '12'
oa: 1
oa_version: Published Version
page: 913 - 924
publication: Evolutionary Applications
publication_status: published
publisher: Wiley-Blackwell
publist_id: '7322'
pubrep_id: '942'
quality_controlled: '1'
status: public
title: 'Predicting local adaptation in fragmented plant populations: Implications
  for restoration genetics'
tmp:
  image: /images/cc_by_nc.png
  legal_code_url: https://creativecommons.org/licenses/by-nc/4.0/legalcode
  name: Creative Commons Attribution-NonCommercial 4.0 International (CC BY-NC 4.0)
  short: CC BY-NC (4.0)
type: journal_article
user_id: 3E5EF7F0-F248-11E8-B48F-1D18A9856A87
volume: 5
year: '2012'
...
---
_id: '506'
article_processing_charge: No
article_type: original
author:
- first_name: Michael K
  full_name: Sixt, Michael K
  id: 41E9FBEA-F248-11E8-B48F-1D18A9856A87
  last_name: Sixt
  orcid: 0000-0002-6620-9179
citation:
  ama: 'Sixt MK. Cell migration: Fibroblasts find a new way to get ahead. <i>Journal
    of Cell Biology</i>. 2012;197(3):347-349. doi:<a href="https://doi.org/10.1083/jcb.201204039">10.1083/jcb.201204039</a>'
  apa: 'Sixt, M. K. (2012). Cell migration: Fibroblasts find a new way to get ahead.
    <i>Journal of Cell Biology</i>. Rockefeller University Press. <a href="https://doi.org/10.1083/jcb.201204039">https://doi.org/10.1083/jcb.201204039</a>'
  chicago: 'Sixt, Michael K. “Cell Migration: Fibroblasts Find a New Way to Get Ahead.”
    <i>Journal of Cell Biology</i>. Rockefeller University Press, 2012. <a href="https://doi.org/10.1083/jcb.201204039">https://doi.org/10.1083/jcb.201204039</a>.'
  ieee: 'M. K. Sixt, “Cell migration: Fibroblasts find a new way to get ahead,” <i>Journal
    of Cell Biology</i>, vol. 197, no. 3. Rockefeller University Press, pp. 347–349,
    2012.'
  ista: 'Sixt MK. 2012. Cell migration: Fibroblasts find a new way to get ahead. Journal
    of Cell Biology. 197(3), 347–349.'
  mla: 'Sixt, Michael K. “Cell Migration: Fibroblasts Find a New Way to Get Ahead.”
    <i>Journal of Cell Biology</i>, vol. 197, no. 3, Rockefeller University Press,
    2012, pp. 347–49, doi:<a href="https://doi.org/10.1083/jcb.201204039">10.1083/jcb.201204039</a>.'
  short: M.K. Sixt, Journal of Cell Biology 197 (2012) 347–349.
date_created: 2018-12-11T11:46:51Z
date_published: 2012-04-30T00:00:00Z
date_updated: 2021-01-12T08:01:11Z
day: '30'
ddc:
- '570'
department:
- _id: MiSi
doi: 10.1083/jcb.201204039
file:
- access_level: open_access
  checksum: 45c02be33ebd99fc3077d60b9c90bdfa
  content_type: application/pdf
  creator: kschuh
  date_created: 2019-02-12T09:03:09Z
  date_updated: 2020-07-14T12:46:36Z
  file_id: '5957'
  file_name: 2012_CellBiology_Sixt.pdf
  file_size: 986566
  relation: main_file
file_date_updated: 2020-07-14T12:46:36Z
has_accepted_license: '1'
intvolume: '       197'
issue: '3'
language:
- iso: eng
month: '04'
oa: 1
oa_version: Published Version
page: 347 - 349
publication: Journal of Cell Biology
publication_status: published
publisher: Rockefeller University Press
publist_id: '7314'
quality_controlled: '1'
scopus_import: 1
status: public
title: 'Cell migration: Fibroblasts find a new way to get ahead'
tmp:
  image: /images/cc_by_nc_sa.png
  legal_code_url: https://creativecommons.org/licenses/by-nc-sa/4.0/legalcode
  name: Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International (CC
    BY-NC-SA 4.0)
  short: CC BY-NC-SA (4.0)
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 197
year: '2012'
...
---
_id: '5377'
abstract:
- lang: eng
  text: 'Two-player games on graphs are central in many problems in formal verification
    and program analysis such as synthesis and verification of open systems. In this
    work we consider solving recursive game graphs (or pushdown game graphs) that
    can model the control flow of sequential programs with recursion. While pushdown
    games have been studied before with qualitative objectives, such as reachability
    and ω-regular objectives, in this work we study for the first time such games
    with the most well-studied quantitative objective, namely, mean-payoff objectives.
    In pushdown games two types of strategies are relevant: (1) global strategies,
    that depend on the entire global history; and (2) modular strategies, that have
    only local memory and thus do not depend on the context of invocation, but only
    on the history of the current invocation of the module. Our main results are as
    follows: (1) One-player pushdown games with mean-payoff objectives under global
    strategies are decidable in polynomial time. (2) Two- player pushdown games with
    mean-payoff objectives under global strategies are undecidable. (3) One-player
    pushdown games with mean-payoff objectives under modular strategies are NP- hard.
    (4) Two-player pushdown games with mean-payoff objectives under modular strategies
    can be solved in NP (i.e., both one-player and two-player pushdown games with
    mean-payoff objectives under modular strategies are NP-complete). We also establish
    the optimal strategy complexity showing that global strategies for mean-payoff
    objectives require infinite memory even in one-player pushdown games; and memoryless
    modular strategies are sufficient in two- player pushdown games. Finally we also
    show that all the problems have the same complexity if the stack boundedness condition
    is added, where along with the mean-payoff objective the player must also ensure
    that the stack height is bounded.'
alternative_title:
- IST Austria Technical Report
author:
- first_name: Krishnendu
  full_name: Chatterjee, Krishnendu
  id: 2E5DCA20-F248-11E8-B48F-1D18A9856A87
  last_name: Chatterjee
  orcid: 0000-0002-4561-241X
- first_name: Yaron
  full_name: Velner, Yaron
  last_name: Velner
citation:
  ama: Chatterjee K, Velner Y. <i>Mean-Payoff Pushdown Games</i>. IST Austria; 2012.
    doi:<a href="https://doi.org/10.15479/AT:IST-2012-0002">10.15479/AT:IST-2012-0002</a>
  apa: Chatterjee, K., &#38; Velner, Y. (2012). <i>Mean-payoff pushdown games</i>.
    IST Austria. <a href="https://doi.org/10.15479/AT:IST-2012-0002">https://doi.org/10.15479/AT:IST-2012-0002</a>
  chicago: Chatterjee, Krishnendu, and Yaron Velner. <i>Mean-Payoff Pushdown Games</i>.
    IST Austria, 2012. <a href="https://doi.org/10.15479/AT:IST-2012-0002">https://doi.org/10.15479/AT:IST-2012-0002</a>.
  ieee: K. Chatterjee and Y. Velner, <i>Mean-payoff pushdown games</i>. IST Austria,
    2012.
  ista: Chatterjee K, Velner Y. 2012. Mean-payoff pushdown games, IST Austria, 33p.
  mla: Chatterjee, Krishnendu, and Yaron Velner. <i>Mean-Payoff Pushdown Games</i>.
    IST Austria, 2012, doi:<a href="https://doi.org/10.15479/AT:IST-2012-0002">10.15479/AT:IST-2012-0002</a>.
  short: K. Chatterjee, Y. Velner, Mean-Payoff Pushdown Games, IST Austria, 2012.
date_created: 2018-12-12T11:38:59Z
date_published: 2012-07-02T00:00:00Z
date_updated: 2023-02-23T11:05:50Z
day: '02'
ddc:
- '000'
- '005'
department:
- _id: KrCh
doi: 10.15479/AT:IST-2012-0002
file:
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language:
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month: '07'
oa: 1
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page: '33'
publication_identifier:
  issn:
  - 2664-1690
publication_status: published
publisher: IST Austria
pubrep_id: '10'
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    relation: later_version
    status: public
status: public
title: Mean-payoff pushdown games
type: technical_report
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2012'
...
---
_id: '5378'
abstract:
- lang: eng
  text: 'One central issue in the formal design and analysis of reactive systems is
    the notion of refinement that asks whether all behaviors of the implementation
    is allowed by the specification. The local interpretation of behavior leads to
    the notion of simulation. Alternating transition systems (ATSs) provide a general
    model for composite reactive systems, and the simulation relation for ATSs is
    known as alternating simulation. The simulation relation for fair transition systems
    is called fair simulation. In this work our main contributions are as follows:
    (1) We present an improved algorithm for fair simulation with Büchi fairness constraints;
    our algorithm requires O(n3 · m) time as compared to the previous known O(n6)-time
    algorithm, where n is the number of states and m is the number of transitions.
    (2) We present a game based algorithm for alternating simulation that requires
    O(m2)-time as compared to the previous known O((n · m)2)-time algorithm, where
    n is the number of states and m is the size of transition relation. (3) We present
    an iterative algorithm for alternating simulation that matches the time complexity
    of the game based algorithm, but is more space efficient than the game based algorithm.'
alternative_title:
- IST Austria Technical Report
author:
- first_name: Krishnendu
  full_name: Chatterjee, Krishnendu
  id: 2E5DCA20-F248-11E8-B48F-1D18A9856A87
  last_name: Chatterjee
  orcid: 0000-0002-4561-241X
- first_name: Siddhesh
  full_name: Chaubal, Siddhesh
  last_name: Chaubal
- first_name: Pritish
  full_name: Kamath, Pritish
  last_name: Kamath
citation:
  ama: Chatterjee K, Chaubal S, Kamath P. <i>Faster Algorithms for Alternating Refinement
    Relations</i>. IST Austria; 2012. doi:<a href="https://doi.org/10.15479/AT:IST-2012-0001">10.15479/AT:IST-2012-0001</a>
  apa: Chatterjee, K., Chaubal, S., &#38; Kamath, P. (2012). <i>Faster algorithms
    for alternating refinement relations</i>. IST Austria. <a href="https://doi.org/10.15479/AT:IST-2012-0001">https://doi.org/10.15479/AT:IST-2012-0001</a>
  chicago: Chatterjee, Krishnendu, Siddhesh Chaubal, and Pritish Kamath. <i>Faster
    Algorithms for Alternating Refinement Relations</i>. IST Austria, 2012. <a href="https://doi.org/10.15479/AT:IST-2012-0001">https://doi.org/10.15479/AT:IST-2012-0001</a>.
  ieee: K. Chatterjee, S. Chaubal, and P. Kamath, <i>Faster algorithms for alternating
    refinement relations</i>. IST Austria, 2012.
  ista: Chatterjee K, Chaubal S, Kamath P. 2012. Faster algorithms for alternating
    refinement relations, IST Austria, 21p.
  mla: Chatterjee, Krishnendu, et al. <i>Faster Algorithms for Alternating Refinement
    Relations</i>. IST Austria, 2012, doi:<a href="https://doi.org/10.15479/AT:IST-2012-0001">10.15479/AT:IST-2012-0001</a>.
  short: K. Chatterjee, S. Chaubal, P. Kamath, Faster Algorithms for Alternating Refinement
    Relations, IST Austria, 2012.
date_created: 2018-12-12T11:38:59Z
date_published: 2012-07-04T00:00:00Z
date_updated: 2023-02-23T12:21:38Z
day: '04'
ddc:
- '000'
- '005'
department:
- _id: KrCh
doi: 10.15479/AT:IST-2012-0001
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- iso: eng
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oa: 1
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page: '21'
publication_identifier:
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publication_status: published
publisher: IST Austria
pubrep_id: '14'
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  - id: '497'
    relation: later_version
    status: public
status: public
title: Faster algorithms for alternating refinement relations
type: technical_report
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2012'
...
---
_id: '2263'
abstract:
- lang: eng
  text: Nestin-cre transgenic mice have been widely used to direct recombination to
    neural stem cells (NSCs) and intermediate neural progenitor cells (NPCs). Here
    we report that a readily utilized, and the only commercially available, Nestin-cre
    line is insufficient for directing recombination in early embryonic NSCs and NPCs.
    Analysis of recombination efficiency in multiple cre-dependent reporters and a
    genetic mosaic line revealed consistent temporal and spatial patterns of recombination
    in NSCs and NPCs. For comparison we utilized a knock-in Emx1cre line and found
    robust recombination in NSCs and NPCs in ventricular and subventricular zones
    of the cerebral cortices as early as embryonic day 12.5. In addition we found
    that the rate of Nestin-cre driven recombination only reaches sufficiently high
    levels in NSCs and NPCs during late embryonic and early postnatal periods. These
    findings are important when commercially available cre lines are considered for
    directing recombination to embryonic NSCs and NPCs.
author:
- first_name: Huixuan
  full_name: Liang, Huixuan
  last_name: Liang
- first_name: Simon
  full_name: Hippenmeyer, Simon
  id: 37B36620-F248-11E8-B48F-1D18A9856A87
  last_name: Hippenmeyer
  orcid: 0000-0003-2279-1061
- first_name: H.
  full_name: Ghashghaei, H.
  last_name: Ghashghaei
citation:
  ama: Liang H, Hippenmeyer S, Ghashghaei H. A Nestin-cre transgenic mouse is insufficient
    for recombination in early embryonic neural progenitors. <i>Biology open</i>.
    2012;1(12):1200-1203. doi:<a href="https://doi.org/10.1242/bio.20122287">10.1242/bio.20122287</a>
  apa: Liang, H., Hippenmeyer, S., &#38; Ghashghaei, H. (2012). A Nestin-cre transgenic
    mouse is insufficient for recombination in early embryonic neural progenitors.
    <i>Biology Open</i>. The Company of Biologists. <a href="https://doi.org/10.1242/bio.20122287">https://doi.org/10.1242/bio.20122287</a>
  chicago: Liang, Huixuan, Simon Hippenmeyer, and H. Ghashghaei. “A Nestin-Cre Transgenic
    Mouse Is Insufficient for Recombination in Early Embryonic Neural Progenitors.”
    <i>Biology Open</i>. The Company of Biologists, 2012. <a href="https://doi.org/10.1242/bio.20122287">https://doi.org/10.1242/bio.20122287</a>.
  ieee: H. Liang, S. Hippenmeyer, and H. Ghashghaei, “A Nestin-cre transgenic mouse
    is insufficient for recombination in early embryonic neural progenitors,” <i>Biology
    open</i>, vol. 1, no. 12. The Company of Biologists, pp. 1200–1203, 2012.
  ista: Liang H, Hippenmeyer S, Ghashghaei H. 2012. A Nestin-cre transgenic mouse
    is insufficient for recombination in early embryonic neural progenitors. Biology
    open. 1(12), 1200–1203.
  mla: Liang, Huixuan, et al. “A Nestin-Cre Transgenic Mouse Is Insufficient for Recombination
    in Early Embryonic Neural Progenitors.” <i>Biology Open</i>, vol. 1, no. 12, The
    Company of Biologists, 2012, pp. 1200–03, doi:<a href="https://doi.org/10.1242/bio.20122287">10.1242/bio.20122287</a>.
  short: H. Liang, S. Hippenmeyer, H. Ghashghaei, Biology Open 1 (2012) 1200–1203.
date_created: 2018-12-11T11:56:38Z
date_published: 2012-12-15T00:00:00Z
date_updated: 2021-01-12T06:56:23Z
day: '15'
ddc:
- '576'
department:
- _id: SiHi
doi: 10.1242/bio.20122287
file:
- access_level: open_access
  checksum: 605a1800b81227848c361fd6ba7d22ba
  content_type: application/pdf
  creator: system
  date_created: 2018-12-12T10:13:09Z
  date_updated: 2020-07-14T12:45:35Z
  file_id: '4990'
  file_name: IST-2015-387-v1+1_1200.full.pdf
  file_size: 726695
  relation: main_file
file_date_updated: 2020-07-14T12:45:35Z
has_accepted_license: '1'
intvolume: '         1'
issue: '12'
language:
- iso: eng
month: '12'
oa: 1
oa_version: Published Version
page: 1200 - 1203
publication: Biology open
publication_status: published
publisher: The Company of Biologists
publist_id: '4682'
pubrep_id: '387'
quality_controlled: '1'
scopus_import: 1
status: public
title: A Nestin-cre transgenic mouse is insufficient for recombination in early embryonic
  neural progenitors
tmp:
  image: /images/cc_by_nc_sa.png
  legal_code_url: https://creativecommons.org/licenses/by-nc-sa/4.0/legalcode
  name: Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International (CC
    BY-NC-SA 4.0)
  short: CC BY-NC-SA (4.0)
type: journal_article
user_id: 3E5EF7F0-F248-11E8-B48F-1D18A9856A87
volume: 1
year: '2012'
...
---
_id: '2302'
abstract:
- lang: eng
  text: 'We introduce propagation models (PMs), a formalism able to express several
    kinds of equations that describe the behavior of biochemical reaction networks.
    Furthermore, we introduce the propagation abstract data type (PADT), which separates
    concerns regarding different numerical algorithms for the transient analysis of
    biochemical reaction networks from concerns regarding their implementation, thus
    allowing for portable and efficient solutions. The state of a propagation abstract
    data type is given by a vector that assigns mass values to a set of nodes, and
    its (next) operator propagates mass values through this set of nodes. We propose
    an approximate implementation of the (next) operator, based on threshold abstraction,
    which propagates only &quot;significant&quot; mass values and thus achieves a
    compromise between efficiency and accuracy. Finally, we give three use cases for
    propagation models: the chemical master equation (CME), the reaction rate equation
    (RRE), and a hybrid method that combines these two equations. These three applications
    use propagation models in order to propagate probabilities and/or expected values
    and variances of the model''s variables.'
author:
- first_name: Thomas A
  full_name: Henzinger, Thomas A
  id: 40876CD8-F248-11E8-B48F-1D18A9856A87
  last_name: Henzinger
  orcid: 0000−0002−2985−7724
- first_name: Maria
  full_name: Mateescu, Maria
  id: 3B43276C-F248-11E8-B48F-1D18A9856A87
  last_name: Mateescu
citation:
  ama: Henzinger TA, Mateescu M. The propagation approach for computing biochemical
    reaction networks. <i>IEEE ACM Transactions on Computational Biology and Bioinformatics</i>.
    2012;10(2):310-322. doi:<a href="https://doi.org/10.1109/TCBB.2012.91">10.1109/TCBB.2012.91</a>
  apa: Henzinger, T. A., &#38; Mateescu, M. (2012). The propagation approach for computing
    biochemical reaction networks. <i>IEEE ACM Transactions on Computational Biology
    and Bioinformatics</i>. IEEE. <a href="https://doi.org/10.1109/TCBB.2012.91">https://doi.org/10.1109/TCBB.2012.91</a>
  chicago: Henzinger, Thomas A, and Maria Mateescu. “The Propagation Approach for
    Computing Biochemical Reaction Networks.” <i>IEEE ACM Transactions on Computational
    Biology and Bioinformatics</i>. IEEE, 2012. <a href="https://doi.org/10.1109/TCBB.2012.91">https://doi.org/10.1109/TCBB.2012.91</a>.
  ieee: T. A. Henzinger and M. Mateescu, “The propagation approach for computing biochemical
    reaction networks,” <i>IEEE ACM Transactions on Computational Biology and Bioinformatics</i>,
    vol. 10, no. 2. IEEE, pp. 310–322, 2012.
  ista: Henzinger TA, Mateescu M. 2012. The propagation approach for computing biochemical
    reaction networks. IEEE ACM Transactions on Computational Biology and Bioinformatics.
    10(2), 310–322.
  mla: Henzinger, Thomas A., and Maria Mateescu. “The Propagation Approach for Computing
    Biochemical Reaction Networks.” <i>IEEE ACM Transactions on Computational Biology
    and Bioinformatics</i>, vol. 10, no. 2, IEEE, 2012, pp. 310–22, doi:<a href="https://doi.org/10.1109/TCBB.2012.91">10.1109/TCBB.2012.91</a>.
  short: T.A. Henzinger, M. Mateescu, IEEE ACM Transactions on Computational Biology
    and Bioinformatics 10 (2012) 310–322.
date_created: 2018-12-11T11:56:52Z
date_published: 2012-07-03T00:00:00Z
date_updated: 2021-01-12T06:56:38Z
day: '03'
department:
- _id: ToHe
- _id: CaGu
doi: 10.1109/TCBB.2012.91
ec_funded: 1
external_id:
  pmid:
  - '22778152'
intvolume: '        10'
issue: '2'
language:
- iso: eng
month: '07'
oa_version: None
page: 310 - 322
pmid: 1
project:
- _id: 25EE3708-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '267989'
  name: Quantitative Reactive Modeling
publication: IEEE ACM Transactions on Computational Biology and Bioinformatics
publication_status: published
publisher: IEEE
publist_id: '4625'
quality_controlled: '1'
scopus_import: 1
status: public
title: The propagation approach for computing biochemical reaction networks
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 10
year: '2012'
...
---
_id: '2318'
abstract:
- lang: eng
  text: 'We show that bosons interacting via pair potentials with negative scattering
    length form bound states for a suitable number of particles. In other words, the
    absence of many-particle bound states of any kind implies the non-negativity of
    the scattering length of the interaction potential. '
acknowledgement: 'Partial financial support by NSERC '
author:
- first_name: Robert
  full_name: Seiringer, Robert
  id: 4AFD0470-F248-11E8-B48F-1D18A9856A87
  last_name: Seiringer
  orcid: 0000-0002-6781-0521
citation:
  ama: Seiringer R. Absence of bound states implies non-negativity of the scattering
    length. <i>Journal of Spectral Theory</i>. 2012;2(3):321-328. doi:<a href="https://doi.org/10.4171/JST/31">10.4171/JST/31</a>
  apa: Seiringer, R. (2012). Absence of bound states implies non-negativity of the
    scattering length. <i>Journal of Spectral Theory</i>. European Mathematical Society.
    <a href="https://doi.org/10.4171/JST/31">https://doi.org/10.4171/JST/31</a>
  chicago: Seiringer, Robert. “Absence of Bound States Implies Non-Negativity of the
    Scattering Length.” <i>Journal of Spectral Theory</i>. European Mathematical Society,
    2012. <a href="https://doi.org/10.4171/JST/31">https://doi.org/10.4171/JST/31</a>.
  ieee: R. Seiringer, “Absence of bound states implies non-negativity of the scattering
    length,” <i>Journal of Spectral Theory</i>, vol. 2, no. 3. European Mathematical
    Society, pp. 321–328, 2012.
  ista: Seiringer R. 2012. Absence of bound states implies non-negativity of the scattering
    length. Journal of Spectral Theory. 2(3), 321–328.
  mla: Seiringer, Robert. “Absence of Bound States Implies Non-Negativity of the Scattering
    Length.” <i>Journal of Spectral Theory</i>, vol. 2, no. 3, European Mathematical
    Society, 2012, pp. 321–28, doi:<a href="https://doi.org/10.4171/JST/31">10.4171/JST/31</a>.
  short: R. Seiringer, Journal of Spectral Theory 2 (2012) 321–328.
date_created: 2018-12-11T11:56:58Z
date_published: 2012-06-24T00:00:00Z
date_updated: 2021-01-12T06:56:44Z
day: '24'
department:
- _id: RoSe
doi: 10.4171/JST/31
intvolume: '         2'
issue: '3'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: http://arxiv.org/abs/1204.0435
month: '06'
oa: 1
oa_version: Preprint
page: 321-328
publication: Journal of Spectral Theory
publication_status: published
publisher: European Mathematical Society
publist_id: '4609'
quality_controlled: '1'
status: public
title: Absence of bound states implies non-negativity of the scattering length
type: journal_article
user_id: 3E5EF7F0-F248-11E8-B48F-1D18A9856A87
volume: 2
year: '2012'
...
---
_id: '2411'
abstract:
- lang: eng
  text: The kingdom of fungi provides model organisms for biotechnology, cell biology,
    genetics, and life sciences in general. Only when their phylogenetic relationships
    are stably resolved, can individual results from fungal research be integrated
    into a holistic picture of biology. However, and despite recent progress, many
    deep relationships within the fungi remain unclear. Here, we present the first
    phylogenomic study of an entire eukaryotic kingdom that uses a consistency criterion
    to strengthen phylogenetic conclusions. We reason that branches (splits) recovered
    with independent data and different tree reconstruction methods are likely to
    reflect true evolutionary relationships. Two complementary phylogenomic data sets
    based on 99 fungal genomes and 109 fungal expressed sequence tag (EST) sets analyzed
    with four different tree reconstruction methods shed light from different angles
    on the fungal tree of life. Eleven additional data sets address specifically the
    phylogenetic position of Blastocladiomycota, Ustilaginomycotina, and Dothideomycetes,
    respectively. The combined evidence from the resulting trees supports the deep-level
    stability of the fungal groups toward a comprehensive natural system of the fungi.
    In addition, our analysis reveals methodologically interesting aspects. Enrichment
    for EST encoded data-a common practice in phylogenomic analyses-introduces a strong
    bias toward slowly evolving and functionally correlated genes. Consequently, the
    generalization of phylogenomic data sets as collections of randomly selected genes
    cannot be taken for granted. A thorough characterization of the data to assess
    possible influences on the tree reconstruction should therefore become a standard
    in phylogenomic analyses.
author:
- first_name: Ingo
  full_name: Ebersberger, Ingo
  last_name: Ebersberger
- first_name: Ricardo
  full_name: De Matos Simoes, Ricardo
  last_name: De Matos Simoes
- first_name: Anne
  full_name: Kupczok, Anne
  id: 2BB22BC2-F248-11E8-B48F-1D18A9856A87
  last_name: Kupczok
- first_name: Matthias
  full_name: Gube, Matthias
  last_name: Gube
- first_name: Erika
  full_name: Kothe, Erika
  last_name: Kothe
- first_name: Kerstin
  full_name: Voigt, Kerstin
  last_name: Voigt
- first_name: Arndt
  full_name: Von Haeseler, Arndt
  last_name: Von Haeseler
citation:
  ama: Ebersberger I, De Matos Simoes R, Kupczok A, et al. A consistent phylogenetic
    backbone for the fungi. <i>Molecular Biology and Evolution</i>. 2012;29(5):1319-1334.
    doi:<a href="https://doi.org/10.1093/molbev/msr285">10.1093/molbev/msr285</a>
  apa: Ebersberger, I., De Matos Simoes, R., Kupczok, A., Gube, M., Kothe, E., Voigt,
    K., &#38; Von Haeseler, A. (2012). A consistent phylogenetic backbone for the
    fungi. <i>Molecular Biology and Evolution</i>. Oxford University Press. <a href="https://doi.org/10.1093/molbev/msr285">https://doi.org/10.1093/molbev/msr285</a>
  chicago: Ebersberger, Ingo, Ricardo De Matos Simoes, Anne Kupczok, Matthias Gube,
    Erika Kothe, Kerstin Voigt, and Arndt Von Haeseler. “A Consistent Phylogenetic
    Backbone for the Fungi.” <i>Molecular Biology and Evolution</i>. Oxford University
    Press, 2012. <a href="https://doi.org/10.1093/molbev/msr285">https://doi.org/10.1093/molbev/msr285</a>.
  ieee: I. Ebersberger <i>et al.</i>, “A consistent phylogenetic backbone for the
    fungi,” <i>Molecular Biology and Evolution</i>, vol. 29, no. 5. Oxford University
    Press, pp. 1319–1334, 2012.
  ista: Ebersberger I, De Matos Simoes R, Kupczok A, Gube M, Kothe E, Voigt K, Von
    Haeseler A. 2012. A consistent phylogenetic backbone for the fungi. Molecular
    Biology and Evolution. 29(5), 1319–1334.
  mla: Ebersberger, Ingo, et al. “A Consistent Phylogenetic Backbone for the Fungi.”
    <i>Molecular Biology and Evolution</i>, vol. 29, no. 5, Oxford University Press,
    2012, pp. 1319–34, doi:<a href="https://doi.org/10.1093/molbev/msr285">10.1093/molbev/msr285</a>.
  short: I. Ebersberger, R. De Matos Simoes, A. Kupczok, M. Gube, E. Kothe, K. Voigt,
    A. Von Haeseler, Molecular Biology and Evolution 29 (2012) 1319–1334.
date_created: 2018-12-11T11:57:30Z
date_published: 2012-05-01T00:00:00Z
date_updated: 2021-01-12T06:57:19Z
day: '01'
ddc:
- '570'
- '576'
department:
- _id: JoBo
doi: 10.1093/molbev/msr285
file:
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  checksum: d565dcac27d1736c0c378ea6fcf22d69
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  creator: system
  date_created: 2018-12-12T10:13:30Z
  date_updated: 2020-07-14T12:45:40Z
  file_id: '5013'
  file_name: IST-2015-384-v1+1_Mol_Biol_Evol-2012-Ebersberger-1319-34.pdf
  file_size: 754922
  relation: main_file
file_date_updated: 2020-07-14T12:45:40Z
has_accepted_license: '1'
intvolume: '        29'
issue: '5'
language:
- iso: eng
month: '05'
oa: 1
oa_version: Published Version
page: 1319 - 1334
publication: Molecular Biology and Evolution
publication_status: published
publisher: Oxford University Press
publist_id: '4515'
pubrep_id: '384'
quality_controlled: '1'
scopus_import: 1
status: public
title: A consistent phylogenetic backbone for the fungi
tmp:
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  legal_code_url: https://creativecommons.org/licenses/by-nc/4.0/legalcode
  name: Creative Commons Attribution-NonCommercial 4.0 International (CC BY-NC 4.0)
  short: CC BY-NC (4.0)
type: journal_article
user_id: 3E5EF7F0-F248-11E8-B48F-1D18A9856A87
volume: 29
year: '2012'
...
---
_id: '2715'
abstract:
- lang: eng
  text: 'We consider Markov decision processes (MDPs) with specifications given as
    Büchi (liveness) objectives. We consider the problem of computing the set of almost-sure
    winning vertices from where the objective can be ensured with probability 1. We
    study for the first time the average case complexity of the classical algorithm
    for computing the set of almost-sure winning vertices for MDPs with Büchi objectives.
    Our contributions are as follows: First, we show that for MDPs with constant out-degree
    the expected number of iterations is at most logarithmic and the average case
    running time is linear (as compared to the worst case linear number of iterations
    and quadratic time complexity). Second, for the average case analysis over all
    MDPs we show that the expected number of iterations is constant and the average
    case running time is linear (again as compared to the worst case linear number
    of iterations and quadratic time complexity). Finally we also show that given
    that all MDPs are equally likely, the probability that the classical algorithm
    requires more than constant number of iterations is exponentially small.'
alternative_title:
- LIPIcs
author:
- first_name: Krishnendu
  full_name: Chatterjee, Krishnendu
  id: 2E5DCA20-F248-11E8-B48F-1D18A9856A87
  last_name: Chatterjee
  orcid: 0000-0002-4561-241X
- first_name: Manas
  full_name: Joglekar, Manas
  last_name: Joglekar
- first_name: Nisarg
  full_name: Shah, Nisarg
  last_name: Shah
citation:
  ama: 'Chatterjee K, Joglekar M, Shah N. Average case analysis of the classical algorithm
    for Markov decision processes with Büchi objectives. In: Vol 18. Schloss Dagstuhl
    - Leibniz-Zentrum für Informatik; 2012:461-473. doi:<a href="https://doi.org/10.4230/LIPIcs.FSTTCS.2012.461">10.4230/LIPIcs.FSTTCS.2012.461</a>'
  apa: 'Chatterjee, K., Joglekar, M., &#38; Shah, N. (2012). Average case analysis
    of the classical algorithm for Markov decision processes with Büchi objectives
    (Vol. 18, pp. 461–473). Presented at the FSTTCS: Foundations of Software Technology
    and Theoretical Computer Science, Hyderabad, India: Schloss Dagstuhl - Leibniz-Zentrum
    für Informatik. <a href="https://doi.org/10.4230/LIPIcs.FSTTCS.2012.461">https://doi.org/10.4230/LIPIcs.FSTTCS.2012.461</a>'
  chicago: Chatterjee, Krishnendu, Manas Joglekar, and Nisarg Shah. “Average Case
    Analysis of the Classical Algorithm for Markov Decision Processes with Büchi Objectives,”
    18:461–73. Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2012. <a href="https://doi.org/10.4230/LIPIcs.FSTTCS.2012.461">https://doi.org/10.4230/LIPIcs.FSTTCS.2012.461</a>.
  ieee: 'K. Chatterjee, M. Joglekar, and N. Shah, “Average case analysis of the classical
    algorithm for Markov decision processes with Büchi objectives,” presented at the
    FSTTCS: Foundations of Software Technology and Theoretical Computer Science, Hyderabad,
    India, 2012, vol. 18, pp. 461–473.'
  ista: 'Chatterjee K, Joglekar M, Shah N. 2012. Average case analysis of the classical
    algorithm for Markov decision processes with Büchi objectives. FSTTCS: Foundations
    of Software Technology and Theoretical Computer Science, LIPIcs, vol. 18, 461–473.'
  mla: Chatterjee, Krishnendu, et al. <i>Average Case Analysis of the Classical Algorithm
    for Markov Decision Processes with Büchi Objectives</i>. Vol. 18, Schloss Dagstuhl
    - Leibniz-Zentrum für Informatik, 2012, pp. 461–73, doi:<a href="https://doi.org/10.4230/LIPIcs.FSTTCS.2012.461">10.4230/LIPIcs.FSTTCS.2012.461</a>.
  short: K. Chatterjee, M. Joglekar, N. Shah, in:, Schloss Dagstuhl - Leibniz-Zentrum
    für Informatik, 2012, pp. 461–473.
conference:
  end_date: 2012-12-17
  location: Hyderabad, India
  name: 'FSTTCS: Foundations of Software Technology and Theoretical Computer Science'
  start_date: 2012-12-15
date_created: 2018-12-11T11:59:13Z
date_published: 2012-12-10T00:00:00Z
date_updated: 2023-02-23T10:06:04Z
day: '10'
ddc:
- '000'
department:
- _id: KrCh
doi: 10.4230/LIPIcs.FSTTCS.2012.461
ec_funded: 1
file:
- access_level: open_access
  checksum: d4d644ed1a885dbfc4fa1ef4c5724dab
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  date_created: 2018-12-12T10:13:53Z
  date_updated: 2020-07-14T12:45:45Z
  file_id: '5040'
  file_name: IST-2016-525-v1+1_42_1_.pdf
  file_size: 519040
  relation: main_file
file_date_updated: 2020-07-14T12:45:45Z
has_accepted_license: '1'
intvolume: '        18'
language:
- iso: eng
month: '12'
oa: 1
oa_version: Published Version
page: 461 - 473
project:
- _id: 2584A770-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: P 23499-N23
  name: Modern Graph Algorithmic Techniques in Formal Verification
- _id: 25863FF4-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: S11407
  name: Game Theory
- _id: 2581B60A-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '279307'
  name: 'Quantitative Graph Games: Theory and Applications'
- _id: 2587B514-B435-11E9-9278-68D0E5697425
  name: Microsoft Research Faculty Fellowship
publication_status: published
publisher: Schloss Dagstuhl - Leibniz-Zentrum für Informatik
publist_id: '4180'
pubrep_id: '525'
quality_controlled: '1'
related_material:
  record:
  - id: '1598'
    relation: later_version
    status: public
scopus_import: 1
status: public
title: Average case analysis of the classical algorithm for Markov decision processes
  with Büchi objectives
tmp:
  image: /images/cc_by_nc_nd.png
  legal_code_url: https://creativecommons.org/licenses/by-nc-nd/4.0/legalcode
  name: Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International
    (CC BY-NC-ND 4.0)
  short: CC BY-NC-ND (4.0)
type: conference
user_id: 3E5EF7F0-F248-11E8-B48F-1D18A9856A87
volume: 18
year: '2012'
...
---
_id: '2825'
abstract:
- lang: eng
  text: 'We study the problem of maximum marginal prediction (MMP) in probabilistic
    graphical models, a task that occurs, for example, as the Bayes optimal decision
    rule under a Hamming loss. MMP is typically performed as a two-stage procedure:
    one estimates each variable''s marginal probability and then forms a prediction
    from the states of maximal probability. In this work we propose a simple yet effective
    technique for accelerating MMP when inference is sampling-based: instead of the
    above two-stage procedure we directly estimate the posterior probability of each
    decision variable. This allows us to identify the point of time when we are sufficiently
    certain about any individual decision. Whenever this is the case, we dynamically
    prune the variables we are confident about from the underlying factor graph. Consequently,
    at any time only samples of variables whose decision is still uncertain need to
    be created. Experiments in two prototypical scenarios, multi-label classification
    and image inpainting, show that adaptive sampling can drastically accelerate MMP
    without sacrificing prediction accuracy.'
author:
- first_name: Christoph
  full_name: Lampert, Christoph
  id: 40C20FD2-F248-11E8-B48F-1D18A9856A87
  last_name: Lampert
  orcid: 0000-0001-8622-7887
citation:
  ama: 'Lampert C. Dynamic pruning of factor graphs for maximum marginal prediction.
    In: Vol 1. Neural Information Processing Systems; 2012:82-90.'
  apa: 'Lampert, C. (2012). Dynamic pruning of factor graphs for maximum marginal
    prediction (Vol. 1, pp. 82–90). Presented at the NIPS: Neural Information Processing
    Systems, Lake Tahoe, NV, United States: Neural Information Processing Systems.'
  chicago: Lampert, Christoph. “Dynamic Pruning of Factor Graphs for Maximum Marginal
    Prediction,” 1:82–90. Neural Information Processing Systems, 2012.
  ieee: 'C. Lampert, “Dynamic pruning of factor graphs for maximum marginal prediction,”
    presented at the NIPS: Neural Information Processing Systems, Lake Tahoe, NV,
    United States, 2012, vol. 1, pp. 82–90.'
  ista: 'Lampert C. 2012. Dynamic pruning of factor graphs for maximum marginal prediction.
    NIPS: Neural Information Processing Systems vol. 1, 82–90.'
  mla: Lampert, Christoph. <i>Dynamic Pruning of Factor Graphs for Maximum Marginal
    Prediction</i>. Vol. 1, Neural Information Processing Systems, 2012, pp. 82–90.
  short: C. Lampert, in:, Neural Information Processing Systems, 2012, pp. 82–90.
conference:
  end_date: 2012-12-06
  location: Lake Tahoe, NV, United States
  name: 'NIPS: Neural Information Processing Systems'
  start_date: 2012-12-03
date_created: 2018-12-11T11:59:48Z
date_published: 2012-12-01T00:00:00Z
date_updated: 2021-01-12T06:59:59Z
day: '01'
department:
- _id: ChLa
intvolume: '         1'
language:
- iso: eng
month: '12'
oa_version: None
page: 82 - 90
publication_status: published
publisher: Neural Information Processing Systems
publist_id: '3975'
quality_controlled: '1'
scopus_import: 1
status: public
title: Dynamic pruning of factor graphs for maximum marginal prediction
type: conference
user_id: 3E5EF7F0-F248-11E8-B48F-1D18A9856A87
volume: 1
year: '2012'
...
---
_id: '2848'
abstract:
- lang: eng
  text: We study evolutionary game theory in a setting where individuals learn from
    each other. We extend the traditional approach by assuming that a population contains
    individuals with different learning abilities. In particular, we explore the situation
    where individuals have different search spaces, when attempting to learn the strategies
    of others. The search space of an individual specifies the set of strategies learnable
    by that individual. The search space is genetically given and does not change
    under social evolutionary dynamics. We introduce a general framework and study
    a specific example in the context of direct reciprocity. For this example, we
    obtain the counter intuitive result that cooperation can only evolve for intermediate
    benefit-to-cost ratios, while small and large benefit-to-cost ratios favor defection.
    Our paper is a step toward making a connection between computational learning
    theory and evolutionary game dynamics.
author:
- first_name: Krishnendu
  full_name: Chatterjee, Krishnendu
  id: 2E5DCA20-F248-11E8-B48F-1D18A9856A87
  last_name: Chatterjee
  orcid: 0000-0002-4561-241X
- first_name: Damien
  full_name: Zufferey, Damien
  id: 4397AC76-F248-11E8-B48F-1D18A9856A87
  last_name: Zufferey
  orcid: 0000-0002-3197-8736
- first_name: Martin
  full_name: Nowak, Martin
  last_name: Nowak
citation:
  ama: Chatterjee K, Zufferey D, Nowak M. Evolutionary game dynamics in populations
    with different learners. <i>Journal of Theoretical Biology</i>. 2012;301:161-173.
    doi:<a href="https://doi.org/10.1016/j.jtbi.2012.02.021">10.1016/j.jtbi.2012.02.021</a>
  apa: Chatterjee, K., Zufferey, D., &#38; Nowak, M. (2012). Evolutionary game dynamics
    in populations with different learners. <i>Journal of Theoretical Biology</i>.
    Elsevier. <a href="https://doi.org/10.1016/j.jtbi.2012.02.021">https://doi.org/10.1016/j.jtbi.2012.02.021</a>
  chicago: Chatterjee, Krishnendu, Damien Zufferey, and Martin Nowak. “Evolutionary
    Game Dynamics in Populations with Different Learners.” <i>Journal of Theoretical
    Biology</i>. Elsevier, 2012. <a href="https://doi.org/10.1016/j.jtbi.2012.02.021">https://doi.org/10.1016/j.jtbi.2012.02.021</a>.
  ieee: K. Chatterjee, D. Zufferey, and M. Nowak, “Evolutionary game dynamics in populations
    with different learners,” <i>Journal of Theoretical Biology</i>, vol. 301. Elsevier,
    pp. 161–173, 2012.
  ista: Chatterjee K, Zufferey D, Nowak M. 2012. Evolutionary game dynamics in populations
    with different learners. Journal of Theoretical Biology. 301, 161–173.
  mla: Chatterjee, Krishnendu, et al. “Evolutionary Game Dynamics in Populations with
    Different Learners.” <i>Journal of Theoretical Biology</i>, vol. 301, Elsevier,
    2012, pp. 161–73, doi:<a href="https://doi.org/10.1016/j.jtbi.2012.02.021">10.1016/j.jtbi.2012.02.021</a>.
  short: K. Chatterjee, D. Zufferey, M. Nowak, Journal of Theoretical Biology 301
    (2012) 161–173.
date_created: 2018-12-11T11:59:55Z
date_published: 2012-05-21T00:00:00Z
date_updated: 2021-01-12T07:00:12Z
day: '21'
department:
- _id: KrCh
- _id: ToHe
doi: 10.1016/j.jtbi.2012.02.021
ec_funded: 1
external_id:
  pmid:
  - '22394652'
intvolume: '       301'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3322297/
month: '05'
oa: 1
oa_version: Submitted Version
page: 161 - 173
pmid: 1
project:
- _id: 2581B60A-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '279307'
  name: 'Quantitative Graph Games: Theory and Applications'
- _id: 25832EC2-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: S 11407_N23
  name: Rigorous Systems Engineering
- _id: 2584A770-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: P 23499-N23
  name: Modern Graph Algorithmic Techniques in Formal Verification
- _id: 2587B514-B435-11E9-9278-68D0E5697425
  name: Microsoft Research Faculty Fellowship
publication: Journal of Theoretical Biology
publication_status: published
publisher: Elsevier
publist_id: '3946'
quality_controlled: '1'
scopus_import: 1
status: public
title: Evolutionary game dynamics in populations with different learners
type: journal_article
user_id: 3E5EF7F0-F248-11E8-B48F-1D18A9856A87
volume: 301
year: '2012'
...
---
_id: '2849'
author:
- first_name: Herbert
  full_name: Edelsbrunner, Herbert
  id: 3FB178DA-F248-11E8-B48F-1D18A9856A87
  last_name: Edelsbrunner
  orcid: 0000-0002-9823-6833
- first_name: Nataliya
  full_name: Strelkova, Nataliya
  last_name: Strelkova
citation:
  ama: Edelsbrunner H, Strelkova N. On the configuration space of Steiner minimal
    trees. <i>Russian Mathematical Surveys</i>. 2012;67(6):1167-1168. doi:<a href="https://doi.org/10.1070/RM2012v067n06ABEH004820">10.1070/RM2012v067n06ABEH004820</a>
  apa: Edelsbrunner, H., &#38; Strelkova, N. (2012). On the configuration space of
    Steiner minimal trees. <i>Russian Mathematical Surveys</i>. IOP Publishing Ltd.
    <a href="https://doi.org/10.1070/RM2012v067n06ABEH004820">https://doi.org/10.1070/RM2012v067n06ABEH004820</a>
  chicago: Edelsbrunner, Herbert, and Nataliya Strelkova. “On the Configuration Space
    of Steiner Minimal Trees.” <i>Russian Mathematical Surveys</i>. IOP Publishing
    Ltd., 2012. <a href="https://doi.org/10.1070/RM2012v067n06ABEH004820">https://doi.org/10.1070/RM2012v067n06ABEH004820</a>.
  ieee: H. Edelsbrunner and N. Strelkova, “On the configuration space of Steiner minimal
    trees,” <i>Russian Mathematical Surveys</i>, vol. 67, no. 6. IOP Publishing Ltd.,
    pp. 1167–1168, 2012.
  ista: Edelsbrunner H, Strelkova N. 2012. On the configuration space of Steiner minimal
    trees. Russian Mathematical Surveys. 67(6), 1167–1168.
  mla: Edelsbrunner, Herbert, and Nataliya Strelkova. “On the Configuration Space
    of Steiner Minimal Trees.” <i>Russian Mathematical Surveys</i>, vol. 67, no. 6,
    IOP Publishing Ltd., 2012, pp. 1167–68, doi:<a href="https://doi.org/10.1070/RM2012v067n06ABEH004820">10.1070/RM2012v067n06ABEH004820</a>.
  short: H. Edelsbrunner, N. Strelkova, Russian Mathematical Surveys 67 (2012) 1167–1168.
date_created: 2018-12-11T11:59:55Z
date_published: 2012-01-01T00:00:00Z
date_updated: 2021-01-12T07:00:13Z
day: '01'
ddc:
- '000'
department:
- _id: HeEd
doi: 10.1070/RM2012v067n06ABEH004820
file:
- access_level: open_access
  checksum: 44ee8d173487e8ed41a51136816bbeb4
  content_type: application/pdf
  creator: system
  date_created: 2018-12-12T10:14:26Z
  date_updated: 2020-07-14T12:45:51Z
  file_id: '5078'
  file_name: IST-2016-546-v1+1_2014-J-05-SteinerMinTrees.pdf
  file_size: 392021
  relation: main_file
file_date_updated: 2020-07-14T12:45:51Z
has_accepted_license: '1'
intvolume: '        67'
issue: '6'
language:
- iso: eng
month: '01'
oa: 1
oa_version: Submitted Version
page: 1167 - 1168
publication: Russian Mathematical Surveys
publication_status: published
publisher: IOP Publishing Ltd.
publist_id: '3943'
pubrep_id: '546'
quality_controlled: '1'
scopus_import: 1
status: public
title: On the configuration space of Steiner minimal trees
type: journal_article
user_id: 3E5EF7F0-F248-11E8-B48F-1D18A9856A87
volume: 67
year: '2012'
...
---
_id: '2888'
abstract:
- lang: eng
  text: Formal verification aims to improve the quality of hardware and software by
    detecting errors before they do harm. At the basis of formal verification lies
    the logical notion of correctness, which purports to capture whether or not a
    circuit or program behaves as desired. We suggest that the boolean partition into
    correct and incorrect systems falls short of the practical need to assess the
    behavior of hardware and software in a more nuanced fashion against multiple criteria.
alternative_title:
- LNCS
author:
- first_name: Thomas A
  full_name: Henzinger, Thomas A
  id: 40876CD8-F248-11E8-B48F-1D18A9856A87
  last_name: Henzinger
  orcid: 0000−0002−2985−7724
citation:
  ama: 'Henzinger TA. Quantitative reactive models. In: <i>Conference Proceedings
    MODELS 2012</i>. Vol 7590. Springer; 2012:1-2. doi:<a href="https://doi.org/10.1007/978-3-642-33666-9_1">10.1007/978-3-642-33666-9_1</a>'
  apa: 'Henzinger, T. A. (2012). Quantitative reactive models. In <i>Conference proceedings
    MODELS 2012</i> (Vol. 7590, pp. 1–2). Innsbruck, Austria: Springer. <a href="https://doi.org/10.1007/978-3-642-33666-9_1">https://doi.org/10.1007/978-3-642-33666-9_1</a>'
  chicago: Henzinger, Thomas A. “Quantitative Reactive Models.” In <i>Conference Proceedings
    MODELS 2012</i>, 7590:1–2. Springer, 2012. <a href="https://doi.org/10.1007/978-3-642-33666-9_1">https://doi.org/10.1007/978-3-642-33666-9_1</a>.
  ieee: T. A. Henzinger, “Quantitative reactive models,” in <i>Conference proceedings
    MODELS 2012</i>, Innsbruck, Austria, 2012, vol. 7590, pp. 1–2.
  ista: 'Henzinger TA. 2012. Quantitative reactive models. Conference proceedings
    MODELS 2012. MODELS: Model-driven Engineering Languages and Systems, LNCS, vol.
    7590, 1–2.'
  mla: Henzinger, Thomas A. “Quantitative Reactive Models.” <i>Conference Proceedings
    MODELS 2012</i>, vol. 7590, Springer, 2012, pp. 1–2, doi:<a href="https://doi.org/10.1007/978-3-642-33666-9_1">10.1007/978-3-642-33666-9_1</a>.
  short: T.A. Henzinger, in:, Conference Proceedings MODELS 2012, Springer, 2012,
    pp. 1–2.
conference:
  end_date: 2012-10-05
  location: Innsbruck, Austria
  name: 'MODELS: Model-driven Engineering Languages and Systems'
  start_date: 2012-09-30
date_created: 2018-12-11T12:00:09Z
date_published: 2012-09-01T00:00:00Z
date_updated: 2021-01-12T07:00:29Z
day: '01'
department:
- _id: ToHe
doi: 10.1007/978-3-642-33666-9_1
ec_funded: 1
intvolume: '      7590'
language:
- iso: eng
month: '09'
oa_version: None
page: 1 - 2
project:
- _id: 25EE3708-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '267989'
  name: Quantitative Reactive Modeling
- _id: 25832EC2-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: S 11407_N23
  name: Rigorous Systems Engineering
publication: Conference proceedings MODELS 2012
publication_status: published
publisher: Springer
publist_id: '3870'
quality_controlled: '1'
scopus_import: 1
status: public
title: Quantitative reactive models
type: conference
user_id: 3E5EF7F0-F248-11E8-B48F-1D18A9856A87
volume: 7590
year: '2012'
...
---
_id: '2890'
abstract:
- lang: eng
  text: 'Systems are often specified using multiple requirements on their behavior.
    In practice, these requirements can be contradictory. The classical approach to
    specification, verification, and synthesis demands more detailed specifications
    that resolve any contradictions in the requirements. These detailed specifications
    are usually large, cumbersome, and hard to maintain or modify. In contrast, quantitative
    frameworks allow the formalization of the intuitive idea that what is desired
    is an implementation that comes &quot;closest&quot; to satisfying the mutually
    incompatible requirements, according to a measure of fit that can be defined by
    the requirements engineer. One flexible framework for quantifying how &quot;well&quot;
    an implementation satisfies a specification is offered by simulation distances
    that are parameterized by an error model. We introduce this framework, study its
    properties, and provide an algorithmic solution for the following quantitative
    synthesis question: given two (or more) behavioral requirements specified by possibly
    incompatible finite-state machines, and an error model, find the finite-state
    implementation that minimizes the maximal simulation distance to the given requirements.
    Furthermore, we generalize the framework to handle infinite alphabets (for example,
    realvalued domains). We also demonstrate how quantitative specifications based
    on simulation distances might lead to smaller and easier to modify specifications.
    Finally, we illustrate our approach using case studies on error correcting codes
    and scheduler synthesis.'
author:
- first_name: Pavol
  full_name: Cerny, Pavol
  id: 4DCBEFFE-F248-11E8-B48F-1D18A9856A87
  last_name: Cerny
- first_name: Sivakanth
  full_name: Gopi, Sivakanth
  last_name: Gopi
- first_name: Thomas A
  full_name: Henzinger, Thomas A
  id: 40876CD8-F248-11E8-B48F-1D18A9856A87
  last_name: Henzinger
  orcid: 0000−0002−2985−7724
- first_name: Arjun
  full_name: Radhakrishna, Arjun
  id: 3B51CAC4-F248-11E8-B48F-1D18A9856A87
  last_name: Radhakrishna
- first_name: Nishant
  full_name: Totla, Nishant
  last_name: Totla
citation:
  ama: 'Cerny P, Gopi S, Henzinger TA, Radhakrishna A, Totla N. Synthesis from incompatible
    specifications. In: <i>Proceedings of the Tenth ACM International Conference on
    Embedded Software</i>. ACM; 2012:53-62. doi:<a href="https://doi.org/10.1145/2380356.2380371">10.1145/2380356.2380371</a>'
  apa: 'Cerny, P., Gopi, S., Henzinger, T. A., Radhakrishna, A., &#38; Totla, N. (2012).
    Synthesis from incompatible specifications. In <i>Proceedings of the tenth ACM
    international conference on Embedded software</i> (pp. 53–62). Tampere, Finland:
    ACM. <a href="https://doi.org/10.1145/2380356.2380371">https://doi.org/10.1145/2380356.2380371</a>'
  chicago: Cerny, Pavol, Sivakanth Gopi, Thomas A Henzinger, Arjun Radhakrishna, and
    Nishant Totla. “Synthesis from Incompatible Specifications.” In <i>Proceedings
    of the Tenth ACM International Conference on Embedded Software</i>, 53–62. ACM,
    2012. <a href="https://doi.org/10.1145/2380356.2380371">https://doi.org/10.1145/2380356.2380371</a>.
  ieee: P. Cerny, S. Gopi, T. A. Henzinger, A. Radhakrishna, and N. Totla, “Synthesis
    from incompatible specifications,” in <i>Proceedings of the tenth ACM international
    conference on Embedded software</i>, Tampere, Finland, 2012, pp. 53–62.
  ista: 'Cerny P, Gopi S, Henzinger TA, Radhakrishna A, Totla N. 2012. Synthesis from
    incompatible specifications. Proceedings of the tenth ACM international conference
    on Embedded software. EMSOFT: Embedded Software , 53–62.'
  mla: Cerny, Pavol, et al. “Synthesis from Incompatible Specifications.” <i>Proceedings
    of the Tenth ACM International Conference on Embedded Software</i>, ACM, 2012,
    pp. 53–62, doi:<a href="https://doi.org/10.1145/2380356.2380371">10.1145/2380356.2380371</a>.
  short: P. Cerny, S. Gopi, T.A. Henzinger, A. Radhakrishna, N. Totla, in:, Proceedings
    of the Tenth ACM International Conference on Embedded Software, ACM, 2012, pp.
    53–62.
conference:
  end_date: 2012-10-12
  location: Tampere, Finland
  name: 'EMSOFT: Embedded Software '
  start_date: 2012-10-07
date_created: 2018-12-11T12:00:10Z
date_published: 2012-10-01T00:00:00Z
date_updated: 2021-01-12T07:00:30Z
day: '01'
department:
- _id: ToHe
doi: 10.1145/2380356.2380371
ec_funded: 1
language:
- iso: eng
month: '10'
oa_version: None
page: 53 - 62
project:
- _id: 25EE3708-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '267989'
  name: Quantitative Reactive Modeling
- _id: 25832EC2-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: S 11407_N23
  name: Rigorous Systems Engineering
publication: Proceedings of the tenth ACM international conference on Embedded software
publication_status: published
publisher: ACM
publist_id: '3868'
quality_controlled: '1'
scopus_import: 1
status: public
title: Synthesis from incompatible specifications
type: conference
user_id: 3E5EF7F0-F248-11E8-B48F-1D18A9856A87
year: '2012'
...
