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4858 Publications


2022 | Published | Journal Article | IST-REx-ID: 12538 | OA
Sharp asymptotics on the compression of two-layer neural networks
M.H. Amani, S. Bombari, M. Mondelli, R. Pukdee, S. Rini, IEEE Information Theory Workshop (2022) 588–593.
[Preprint] View | DOI | Download Preprint (ext.) | arXiv
 

2022 | Published | Conference Paper | IST-REx-ID: 12540 | OA
Estimation in rotationally invariant generalized linear models via approximate message passing
R. Venkataramanan, K. Kögler, M. Mondelli, in:, Proceedings of the 39th International Conference on Machine Learning, ML Research Press, 2022.
[Published Version] View | Files available
 

2022 | Published | Conference Paper | IST-REx-ID: 12568 | OA
Risk-aware stochastic shortest path
T. Meggendorfer, in:, Proceedings of the 36th AAAI Conference on Artificial Intelligence, AAAI 2022, Association for the Advancement of Artificial Intelligence, 2022, pp. 9858–9867.
[Preprint] View | DOI | Download Preprint (ext.) | arXiv
 

2022 | Submitted | Preprint | IST-REx-ID: 12660 | OA
Cross-client Label Propagation for transductive federated learning
J.A. Scott, M.X. Yeo, C. Lampert, ArXiv (n.d.).
[Preprint] View | Files available | DOI | arXiv
 

2022 | Submitted | Preprint | IST-REx-ID: 12662 | OA
Generalization in Multi-objective machine learning
P. Súkeník, C. Lampert, ArXiv (n.d.).
[Preprint] View | DOI | Download Preprint (ext.) | arXiv
 

2022 | Published | Conference Paper | IST-REx-ID: 12664 | OA
Intriguing properties of input-dependent randomized smoothing
P. Súkeník, A. Kuvshinov, S. Günnemann, in:, Proceedings of the 39th International Conference on Machine Learning, ML Research Press, 2022, pp. 20697–20743.
[Published Version] View | Files available | arXiv
 

2022 | Submitted | Preprint | IST-REx-ID: 12677 | OA
Repeated prophet inequality with near-optimal bounds
K. Chatterjee, M. Mohammadi, R.J. Saona Urmeneta, ArXiv (n.d.).
[Preprint] View | DOI | Download Preprint (ext.) | arXiv
 

2022 | Published | Journal Article | IST-REx-ID: 12684 | OA
Effective equidistribution of lattice points in positive characteristic
T. Horesh, F. Paulin, Journal de Theorie Des Nombres de Bordeaux 34 (2022) 679–703.
[Published Version] View | Files available | DOI | WoS | arXiv
 

2022 | Submitted | Preprint | IST-REx-ID: 12750 | OA
Hilbert space fragmentation and slow dynamics in particle-conserving quantum East models
P. Brighi, M. Ljubotina, M. Serbyn, ArXiv (n.d.).
[Preprint] View | Files available | DOI | Download Preprint (ext.) | arXiv
 

2022 | Published | Conference Paper | IST-REx-ID: 12775 | OA
Anytime guarantees for reachability in uncountable Markov decision processes
K. Grover, J. Kretinsky, T. Meggendorfer, M. Weininger, in:, 33rd International Conference on Concurrency Theory , Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2022.
[Published Version] View | Files available | DOI | arXiv
 

2022 | Published | Journal Article | IST-REx-ID: 12776 | OA
Revisiting the Manin–Peyre conjecture for the split del Pezzo surface of degree 5
T.D. Browning, New York Journal of Mathematics 28 (2022) 1193–1229.
[Published Version] View | Files available
 

2022 | Published | Conference Paper | IST-REx-ID: 12780 | OA
CGX: Adaptive system support for communication-efficient deep learning
I. Markov, H. Ramezanikebrya, D.-A. Alistarh, in:, Proceedings of the 23rd ACM/IFIP International Middleware Conference, Association for Computing Machinery, 2022, pp. 241–254.
[Published Version] View | Files available | DOI | arXiv
 

2022 | Published | Journal Article | IST-REx-ID: 12793 | OA
A coarse geometric expansion of a variant of Arthur's truncated traces and some applications
H. Yu, Pacific Journal of Mathematics 321 (2022) 193–237.
[Preprint] View | DOI | Download Preprint (ext.) | WoS | arXiv
 

2022 | Submitted | Preprint | IST-REx-ID: 12860 | OA
Towards differential relational privacy and its use in question answering
S. Bombari, A. Achille, Z. Wang, Y.-X. Wang, Y. Xie, K.Y. Singh, S. Appalaraju, V. Mahadevan, S. Soatto, ArXiv (n.d.).
[Preprint] View | DOI | Download Preprint (ext.) | arXiv
 

2022 | Published | Conference Abstract | IST-REx-ID: 12894 | OA
Where is the sweet spot? A procurement story of general purpose compute nodes
A. Schlögl, A. Hornoiu, S. Elefante, S. Stadlbauer, in:, ASHPC22 - Austrian-Slovenian HPC Meeting 2022, EuroCC Austria c/o Universität Wien, 2022, p. 7.
[Published Version] View | Files available | DOI
 

2022 | Published | Journal Article | IST-REx-ID: 9794 | OA
Multitier mechanics control stromal adaptations in swelling lymph nodes
F.P. Assen, J. Abe, M. Hons, R. Hauschild, S. Shamipour, W. Kaufmann, T. Costanzo, G. Krens, M. Brown, B. Ludewig, S. Hippenmeyer, C.-P.J. Heisenberg, W. Weninger, E.B. Hannezo, S.A. Luther, J.V. Stein, M.K. Sixt, Nature Immunology 23 (2022) 1246–1255.
[Published Version] View | Files available | DOI | WoS
 

2022 | Published | Journal Article | IST-REx-ID: 9955
Change in the neurochemical signature and morphological development of the parvocellular isthmic projection to the avian tectum
R. Reyes‐Pinto, J.L. Ferrán, T.A. Vega Zuniga, C. González‐Cabrera, H. Luksch, J. Mpodozis, L. Puelles, G.J. Marín, Journal of Comparative Neurology 530 (2022) 553–573.
View | DOI | WoS | PubMed | Europe PMC
 

2022 | Published | Journal Article | IST-REx-ID: 9977 | OA
Resurgence analysis of quantum invariants of Seifert fibered homology spheres
W. Mistegaard, J.E. Andersen, Journal of the London Mathematical Society 105 (2022) 709–764.
[Published Version] View | Files available | DOI | WoS | arXiv
 

2021 | Published | Conference Paper | IST-REx-ID: 10665 | OA
Scalable verification of quantized neural networks
T.A. Henzinger, M. Lechner, D. Zikelic, in:, Proceedings of the AAAI Conference on Artificial Intelligence, AAAI Press, 2021, pp. 3787–3795.
[Published Version] View | Files available | Download Published Version (ext.) | arXiv
 

2021 | Published | Conference Paper | IST-REx-ID: 10666 | OA
Adversarial training is not ready for robot learning
M. Lechner, R. Hasani, R. Grosu, D. Rus, T.A. Henzinger, in:, 2021 IEEE International Conference on Robotics and Automation, 2021, pp. 4140–4147.
View | Files available | DOI | Download None (ext.) | WoS | arXiv
 

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