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10779 Publications


2021 | Published | Journal Article | IST-REx-ID: 10180 | OA
Hoefler T, Alistarh D-A, Ben-Nun T, Dryden N, Krumes A. Sparsity in deep learning: Pruning and growth for efficient inference and training in neural networks. Journal of Machine Learning Research. 2021;22(241):1-124.
[Published Version] View | Files available | Download Published Version (ext.) | arXiv
 

2021 | Published | Journal Article | IST-REx-ID: 10613 | OA
Chen JP, Sau F. Higher-order hydrodynamics and equilibrium fluctuations of interacting particle systems. Markov Processes And Related Fields. 2021;27(3):339-380.
[Preprint] View | Files available | Download Preprint (ext.) | arXiv
 

2021 | Published | Journal Article | IST-REx-ID: 19909
Cheng B, Bethkenhagen M, Pickard CJ, Hamel S. Phase behaviours of superionic water at planetary conditions. Nature Physics. 2021;17(11):1228-1232. doi:10.1038/s41567-021-01334-9
[Preprint] View | Files available | DOI | arXiv
 

2021 | Submitted | Preprint | IST-REx-ID: 9696 | OA
Cheng B, Bethkenhagen M, Pickard CJ, Hamel S. Predicting the phase behaviors of superionic water at planetary conditions. arXiv. doi:10.48550/arXiv.2103.09035
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2021 | Published | Journal Article | IST-REx-ID: 8317 | OA
Aichholzer O, Akitaya HA, Cheung KC, et al. Folding polyominoes with holes into a cube. Computational Geometry: Theory and Applications. 2021;93. doi:10.1016/j.comgeo.2020.101700
[Preprint] View | Files available | DOI | Download Preprint (ext.) | WoS | arXiv
 

2021 | Published | Conference Paper | IST-REx-ID: 9416 | OA
Phuong M, Lampert C. The inductive bias of ReLU networks on orthogonally separable data. In: 9th International Conference on Learning Representations. ; 2021.
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2021 | Published | Journal Article | IST-REx-ID: 10220 | OA
Avvakumov S, Mabillard I, Skopenkov AB, Wagner U. Eliminating higher-multiplicity intersections. III. Codimension 2. Israel Journal of Mathematics. 2021;245:501–534. doi:10.1007/s11856-021-2216-z
[Preprint] View | Files available | DOI | Download Preprint (ext.) | WoS | arXiv
 

2021 | Published | Journal Article | IST-REx-ID: 10299 | OA
Choueiri GH, Lopez Alonso JM, Varshney A, Sankar S, Hof B. Experimental observation of the origin and structure of elastoinertial turbulence. Proceedings of the National Academy of Sciences of the United States of America. 2021;118(45). doi:10.1073/pnas.2102350118
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2021 | Published | Journal Article | IST-REx-ID: 6995 | OA
Samarasinghe RA, Miranda O, Buth JE, et al. Identification of neural oscillations and epileptiform changes in human brain organoids. Nature Neuroscience. 2021;24:32. doi:10.1038/s41593-021-00906-5
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2021 | Published | Conference Paper | IST-REx-ID: 10002 | OA
Chatterjee K, Dvorak W, Henzinger M, Svozil A. Symbolic time and space tradeoffs for probabilistic verification. In: Proceedings of the 36th Annual ACM/IEEE Symposium on Logic in Computer Science. Institute of Electrical and Electronics Engineers; 2021:1-13. doi:10.1109/LICS52264.2021.9470739
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2021 | Published | Conference Paper | IST-REx-ID: 10004 | OA
Chatterjee K, Doyen L. Stochastic processes with expected stopping time. In: Proceedings of the 36th Annual ACM/IEEE Symposium on Logic in Computer Science. Institute of Electrical and Electronics Engineers; 2021:1-13. doi:10.1109/LICS52264.2021.9470595
[Preprint] View | Files available | DOI | Download Preprint (ext.) | WoS | arXiv
 

2021 | Published | Conference Paper | IST-REx-ID: 10076 | OA
Blackshear S, Chalkias K, Chatzigiannis P, et al. Reactive key-loss protection in blockchains. In: FC 2021 Workshops. Vol 12676. Springer Nature; 2021:431-450. doi:10.1007/978-3-662-63958-0_34
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2021 | Published | Journal Article | IST-REx-ID: 10176 | OA
Runkel I, Szegedy L. Topological field theory on r-spin surfaces and the Arf-invariant. Journal of Mathematical Physics. 2021;62(10). doi:10.1063/5.0037826
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2021 | Published | Journal Article | IST-REx-ID: 10223 | OA
Li L, Verstraeten I, Roosjen M, et al. Cell surface and intracellular auxin signalling for H+ fluxes in root growth. Nature. 2021;599(7884):273-277. doi:10.1038/s41586-021-04037-6
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2021 | Published | Conference Paper | IST-REx-ID: 10666 | OA
Lechner M, Hasani R, Grosu R, Rus D, Henzinger TA. Adversarial training is not ready for robot learning. In: 2021 IEEE International Conference on Robotics and Automation. ICRA. ; 2021:4140-4147. doi:10.1109/ICRA48506.2021.9561036
[Preprint] View | Files available | DOI | Download Preprint (ext.) | WoS | arXiv
 

2021 | Published | Conference Paper | IST-REx-ID: 10847 | OA
Tomášek P, Horák K, Aradhye A, Bošanský B, Chatterjee K. Solving partially observable stochastic shortest-path games. In: 30th International Joint Conference on Artificial Intelligence. International Joint Conferences on Artificial Intelligence; 2021:4182-4189. doi:10.24963/ijcai.2021/575
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2021 | Published | Conference Abstract | IST-REx-ID: 12909 | OA
Schlögl A, Elefante S, Hornoiu A, Stadlbauer S. Managing software on a heterogenous HPC cluster. In: ASHPC21 – Austrian-Slovenian HPC Meeting 2021. University of Ljubljana; 2021:5. doi:10.3359/2021hpc
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2021 | Published | Conference Paper | IST-REx-ID: 13147 | OA
Alimisis F, Davies P, Alistarh D-A. Communication-efficient distributed optimization with quantized preconditioners. In: Proceedings of the 38th International Conference on Machine Learning. Vol 139. ML Research Press; 2021:196-206.
[Published Version] View | Files available | arXiv
 

2021 | Published | Conference Paper | IST-REx-ID: 13146 | OA
Nguyen Q, Mondelli M, Montufar G. Tight bounds on the smallest Eigenvalue of the neural tangent kernel for deep ReLU networks. In: Proceedings of the 38th International Conference on Machine Learning. Vol 139. ML Research Press; 2021:8119-8129.
[Published Version] View | Files available | arXiv
 

2021 | Published | Journal Article | IST-REx-ID: 8910 | OA
Valentini M, Peñaranda F, Hofmann AC, et al. Nontopological zero-bias peaks in full-shell nanowires induced by flux-tunable Andreev states. Science. 2021;373(6550). doi:10.1126/science.abf1513
[Submitted Version] View | Files available | DOI | Download Submitted Version (ext.) | WoS | PubMed | Europe PMC | arXiv
 

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