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4963 Publications

2020 | Published | Conference Paper | IST-REx-ID: 9198 | OA
Shevchenko A, Mondelli M. 2020. Landscape connectivity and dropout stability of SGD solutions for over-parameterized neural networks. Proceedings of the 37th International Conference on Machine Learning. vol. 119, 8773–8784.
[Published Version] View | Files available | arXiv
 
2020 | Published | Conference Paper | IST-REx-ID: 9202 | OA
Garcia Soto M, Prabhakar P. 2020. Hybridization for stability verification of nonlinear switched systems. 2020 IEEE Real-Time Systems Symposium. RTTS: Real-Time Systems Symposium, 244–256.
[Submitted Version] View | Files available | DOI | WoS
 
2020 | Published | Journal Article | IST-REx-ID: 9208
Laccone F, Malomo L, Perez Rodriguez J, Pietroni N, Ponchio F, Bickel B, Cignoni P. 2020. A bending-active twisted-arch plywood structure: Computational design and fabrication of the FlexMaps Pavilion. SN Applied Sciences. 2(9), 1505.
View | DOI
 
2020 | Published | Conference Paper | IST-REx-ID: 9221 | OA
Nguyen Q, Mondelli M. 2020. Global convergence of deep networks with one wide layer followed by pyramidal topology. 34th Conference on Neural Information Processing Systems. NeurIPS: Neural Information Processing Systems vol. 33, 11961–11972.
[Preprint] View | Download Preprint (ext.) | arXiv
 
2020 | Research Data | IST-REx-ID: 9222 | OA
Katsaros G. 2020. Transport data for: Site‐controlled uniform Ge/Si Hut wires with electrically tunable spin–orbit coupling, Institute of Science and Technology Austria, 10.15479/AT:ISTA:9222.
[Published Version] View | Files available | DOI
 
2020 | Published | Journal Article | IST-REx-ID: 9249 | OA
Biswas R, Largeteau-Skapin G, Zrour R, Andres E. 2020. Digital objects in rhombic dodecahedron grid. Mathematical Morphology - Theory and Applications. 4(1), 143–158.
[Published Version] View | Files available | DOI
 
2020 | Published | Conference Paper | IST-REx-ID: 9299 | OA
Pach J, Tardos G, Tóth G. 2020. Crossings between non-homotopic edges. 28th International Symposium on Graph Drawing and Network Visualization. GD: Graph Drawing and Network VisualizationLNCS vol. 12590, 359–371.
[Preprint] View | DOI | Download Preprint (ext.) | arXiv
 
2020 | Published | Journal Article | IST-REx-ID: 9308 | OA
Avvakumov S, Wagner U, Mabillard I, Skopenkov AB. 2020. Eliminating higher-multiplicity intersections, III. Codimension 2. Russian Mathematical Surveys. 75(6), 1156–1158.
[Preprint] View | Files available | DOI | Download Preprint (ext.) | WoS | arXiv
 
2020 | Research Data Reference | IST-REx-ID: 9326 | OA
Gupta C, Khaniya U, Chan C, Dehez F, Shekhar M, Gunner MR, Sazanov LA, Chipot C, Singharoy A. 2020. Charge transfer and chemo-mechanical coupling in respiratory complex I, American Chemical Society, 10.1021/jacs.9b13450.s002.
[Published Version] View | Files available | DOI | Download Published Version (ext.)
 
2020 | Conference Paper | IST-REx-ID: 9415 | OA
Kurtz M, Kopinsky J, Gelashvili R, Matveev A, Carr J, Goin M, Leiserson W, Moore S, Nell B, Shavit N, Alistarh D-A. 2020. Inducing and exploiting activation sparsity for fast neural network inference. 37th International Conference on Machine Learning, ICML 2020. ICML: International Conference on Machine Learning vol. 119, 5533–5543.
[Published Version] View | Files available
 
2020 | Published | Journal Article | IST-REx-ID: 9526 | OA
Choi J, Lyons DB, Kim MY, Moore JD, Zilberman D. 2020. DNA methylation and histone H1 jointly repress transposable elements and aberrant intragenic transcripts. Molecular Cell. 77(2), 310–323.e7.
[Published Version] View | DOI | Download Published Version (ext.) | PubMed | Europe PMC
 
2020 | Published | Journal Article | IST-REx-ID: 9630 | OA
Edelsbrunner H, Virk Z, Wagner H. 2020. Topological data analysis in information space. Journal of Computational Geometry. 11(2), 162–182.
[Published Version] View | Files available | DOI
 
2020 | Published | Conference Paper | IST-REx-ID: 9631 | OA
Aksenov V, Alistarh D-A, Korhonen J. 2020. Scalable belief propagation via relaxed scheduling. Advances in Neural Information Processing Systems. NeurIPS: Conference on Neural Information Processing Systems vol. 33, 22361–22372.
[Published Version] View | Download Published Version (ext.) | arXiv
 
2020 | Published | Conference Paper | IST-REx-ID: 9632 | OA
Singh SP, Alistarh D-A. 2020. WoodFisher: Efficient second-order approximation for neural network compression. Advances in Neural Information Processing Systems. NeurIPS: Conference on Neural Information Processing Systems vol. 33, 18098–18109.
[Published Version] View | Download Published Version (ext.) | arXiv
 
2020 | Published | Conference Paper | IST-REx-ID: 9633 | OA
Confavreux BJ, Zenke F, Agnes EJ, Lillicrap T, Vogels TP. 2020. A meta-learning approach to (re)discover plasticity rules that carve a desired function into a neural network. Advances in Neural Information Processing Systems. NeurIPS: Conference on Neural Information Processing Systems vol. 33, 16398–16408.
[Published Version] View | Files available | Download Published Version (ext.)
 
2020 | Submitted | Preprint | IST-REx-ID: 10012 | OA
Fischer JL, Hensel S, Laux T, Simon T. The local structure of the energy landscape in multiphase mean curvature flow: weak-strong uniqueness and stability of evolutions. arXiv, 2003.05478.
[Preprint] View | Files available | Download Preprint (ext.) | arXiv
 
2020 | Submitted | Preprint | IST-REx-ID: 10022 | OA
Forkert DL, Maas J, Portinale L. Evolutionary Γ-convergence of entropic gradient flow structures for Fokker-Planck equations in multiple dimensions. arXiv, 2008.10962.
[Preprint] View | Files available | Download Preprint (ext.) | arXiv
 
2020 | Published | Conference Paper | IST-REx-ID: 10328
Lambert NJ, Mobassem S, Rueda Sanchez AR, Schwefel HGL. 2020. New designs and noise channels in electro-optic microwave to optical up-conversion. OSA Quantum 2.0 Conference. OSA: Optical Society of America, OSA Technical Digest, , QTu8A.1.
View | DOI
 
2020 | Published | Conference Paper | IST-REx-ID: 10556 | OA
Kokoris Kogias E, Malkhi D, Spiegelman A. 2020. Asynchronous distributed key generation for computationally-secure randomness, consensus, and threshold signatures. Proceedings of the 2020 ACM SIGSAC Conference on Computer and Communications Security. CCS: Computer and Communications Security, 1751–1767.
[Preprint] View | DOI | Download Preprint (ext.) | WoS
 
2020 | Patent | IST-REx-ID: 10557 | OA
Ford B, Gasse L, Kokoris Kogias E, Jovanovic P. 2020. Cryptographically verifiable data structure having multi-hop forward and backwards links and associated systems and methods.
[Published Version] View | Files available | Download Published Version (ext.)
 

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