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4963 Publications

2020 | Published | Conference Paper | IST-REx-ID: 9198 | OA
Shevchenko, Alexander, and Marco Mondelli. “Landscape Connectivity and Dropout Stability of SGD Solutions for Over-Parameterized Neural Networks.” Proceedings of the 37th International Conference on Machine Learning, vol. 119, ML Research Press, 2020, pp. 8773–84.
[Published Version] View | Files available | arXiv
 
2020 | Published | Conference Paper | IST-REx-ID: 9202 | OA
Garcia Soto, Miriam, and Pavithra Prabhakar. “Hybridization for Stability Verification of Nonlinear Switched Systems.” 2020 IEEE Real-Time Systems Symposium, IEEE, 2020, pp. 244–56, doi:10.1109/RTSS49844.2020.00031.
[Submitted Version] View | Files available | DOI | WoS
 
2020 | Published | Journal Article | IST-REx-ID: 9208
Laccone, Francesco, et al. “A Bending-Active Twisted-Arch Plywood Structure: Computational Design and Fabrication of the FlexMaps Pavilion.” SN Applied Sciences, vol. 2, no. 9, 1505, Springer Nature, 2020, doi:10.1007/s42452-020-03305-w.
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2020 | Published | Conference Paper | IST-REx-ID: 9221 | OA
Nguyen, Quynh, and Marco Mondelli. “Global Convergence of Deep Networks with One Wide Layer Followed by Pyramidal Topology.” 34th Conference on Neural Information Processing Systems, vol. 33, Curran Associates, 2020, pp. 11961–11972.
[Preprint] View | Download Preprint (ext.) | arXiv
 
2020 | Research Data | IST-REx-ID: 9222 | OA
Katsaros, Georgios. Transport Data for: Site‐controlled Uniform Ge/Si Hut Wires with Electrically Tunable Spin–Orbit Coupling. Institute of Science and Technology Austria, 2020, doi:10.15479/AT:ISTA:9222.
[Published Version] View | Files available | DOI
 
2020 | Published | Journal Article | IST-REx-ID: 9249 | OA
Biswas, Ranita, et al. “Digital Objects in Rhombic Dodecahedron Grid.” Mathematical Morphology - Theory and Applications, vol. 4, no. 1, De Gruyter, 2020, pp. 143–58, doi:10.1515/mathm-2020-0106.
[Published Version] View | Files available | DOI
 
2020 | Published | Conference Paper | IST-REx-ID: 9299 | OA
Pach, János, et al. “Crossings between Non-Homotopic Edges.” 28th International Symposium on Graph Drawing and Network Visualization, vol. 12590, Springer Nature, 2020, pp. 359–71, doi:10.1007/978-3-030-68766-3_28.
[Preprint] View | DOI | Download Preprint (ext.) | arXiv
 
2020 | Published | Journal Article | IST-REx-ID: 9308 | OA
Avvakumov, Sergey, et al. “Eliminating Higher-Multiplicity Intersections, III. Codimension 2.” Russian Mathematical Surveys, vol. 75, no. 6, IOP Publishing, 2020, pp. 1156–58, doi:10.1070/RM9943.
[Preprint] View | Files available | DOI | Download Preprint (ext.) | WoS | arXiv
 
2020 | Research Data Reference | IST-REx-ID: 9326 | OA
Gupta, Chitrak, et al. Charge Transfer and Chemo-Mechanical Coupling in Respiratory Complex I. American Chemical Society, 2020, doi:10.1021/jacs.9b13450.s002.
[Published Version] View | Files available | DOI | Download Published Version (ext.)
 
2020 | Conference Paper | IST-REx-ID: 9415 | OA
Kurtz, Mark, et al. “Inducing and Exploiting Activation Sparsity for Fast Neural Network Inference.” 37th International Conference on Machine Learning, ICML 2020, vol. 119, 2020, pp. 5533–43.
[Published Version] View | Files available
 
2020 | Published | Journal Article | IST-REx-ID: 9526 | OA
Choi, Jaemyung, et al. “DNA Methylation and Histone H1 Jointly Repress Transposable Elements and Aberrant Intragenic Transcripts.” Molecular Cell, vol. 77, no. 2, Elsevier, 2020, p. 310–323.e7, doi:10.1016/j.molcel.2019.10.011.
[Published Version] View | DOI | Download Published Version (ext.) | PubMed | Europe PMC
 
2020 | Published | Journal Article | IST-REx-ID: 9630 | OA
Edelsbrunner, Herbert, et al. “Topological Data Analysis in Information Space.” Journal of Computational Geometry, vol. 11, no. 2, Carleton University, 2020, pp. 162–82, doi:10.20382/jocg.v11i2a7.
[Published Version] View | Files available | DOI
 
2020 | Published | Conference Paper | IST-REx-ID: 9631 | OA
Aksenov, Vitaly, et al. “Scalable Belief Propagation via Relaxed Scheduling.” Advances in Neural Information Processing Systems, vol. 33, Curran Associates, 2020, pp. 22361–72.
[Published Version] View | Download Published Version (ext.) | arXiv
 
2020 | Published | Conference Paper | IST-REx-ID: 9632 | OA
Singh, Sidak Pal, and Dan-Adrian Alistarh. “WoodFisher: Efficient Second-Order Approximation for Neural Network Compression.” Advances in Neural Information Processing Systems, vol. 33, Curran Associates, 2020, pp. 18098–109.
[Published Version] View | Download Published Version (ext.) | arXiv
 
2020 | Published | Conference Paper | IST-REx-ID: 9633 | OA
Confavreux, Basile J., et al. “A Meta-Learning Approach to (Re)Discover Plasticity Rules That Carve a Desired Function into a Neural Network.” Advances in Neural Information Processing Systems, vol. 33, 2020, pp. 16398–408.
[Published Version] View | Files available | Download Published Version (ext.)
 
2020 | Submitted | Preprint | IST-REx-ID: 10012 | OA
Fischer, Julian L., et al. “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, Dominik L., et al. “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, Nicholas J., et al. “New Designs and Noise Channels in Electro-Optic Microwave to Optical up-Conversion.” OSA Quantum 2.0 Conference, QTu8A.1, Optica Publishing Group, 2020, doi:10.1364/QUANTUM.2020.QTu8A.1.
View | DOI
 
2020 | Published | Conference Paper | IST-REx-ID: 10556 | OA
Kokoris Kogias, Eleftherios, et al. “Asynchronous Distributed Key Generation for Computationally-Secure Randomness, Consensus, and Threshold Signatures.” Proceedings of the 2020 ACM SIGSAC Conference on Computer and Communications Security, Association for Computing Machinery, 2020, pp. 1751–1767, doi:10.1145/3372297.3423364.
[Preprint] View | DOI | Download Preprint (ext.) | WoS
 
2020 | Patent | IST-REx-ID: 10557 | OA
Ford, Bryan, et al. Cryptographically Verifiable Data Structure Having Multi-Hop Forward and Backwards Links and Associated Systems and Methods. 2020.
[Published Version] View | Files available | Download Published Version (ext.)
 

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