Please note that ISTA Research Explorer no longer supports Internet Explorer versions 8 or 9 (or earlier).
We recommend upgrading to the latest Internet Explorer, Google Chrome, or Firefox.
7075 Publications
2021 |Published| Journal Article | IST-REx-ID: 10535 |
Bodova K, Szep E, Barton NH. Dynamic maximum entropy provides accurate approximation of structured population dynamics. PLoS Computational Biology. 2021;17(12). doi:10.1371/journal.pcbi.1009661
[Published Version]
View
| Files available
| DOI
| PubMed | Europe PMC
| arXiv
2021 |Published| Conference Paper | IST-REx-ID: 10552 |
Kolmogorov V, Pock T. One-sided Frank-Wolfe algorithms for saddle problems. In: 38th International Conference on Machine Learning. ; 2021.
[Preprint]
View
| Download Preprint (ext.)
| arXiv
2021 |Published| Conference Paper | IST-REx-ID: 10629 |
Chatterjee K, Ibsen-Jensen R, Pavlogiannis A. Quantitative verification on product graphs of small treewidth. In: 41st IARCS Annual Conference on Foundations of Software Technology and Theoretical Computer Science. Vol 213. Schloss Dagstuhl - Leibniz-Zentrum für Informatik; 2021. doi:10.4230/LIPIcs.FSTTCS.2021.42
[Published Version]
View
| Files available
| DOI
2021 |Published| Journal Article | IST-REx-ID: 10635 |
Nardin M, Phillips JW, Podlaski WF, Keemink SW. Nonlinear computations in spiking neural networks through multiplicative synapses. Peer Community Journal. 2021;1. doi:10.24072/pcjournal.69
[Published Version]
View
| Files available
| DOI
| arXiv
2021 |Published| Other Publication | IST-REx-ID: 10645 |
Simbierowicz S, Shi C, Collodo M, et al. Qubit Energy-Relaxation Statistics in the Bluefors Quantum Measurement System. Helsinki, Finland: Bluefors Oy; 2021.
[Published Version]
View
| Download Published Version (ext.)
2021 |Published| Other Publication | IST-REx-ID: 10644 |
Lake R, Simbierowicz S, Krantz P, Hassani F, Fink JM. The Bluefors Dilution Refrigerator as an Integrated Quantum Measurement System. Helsinki, Finland: Bluefors Oy; 2021.
[Published Version]
View
| Download Published Version (ext.)
2021 |Published| Conference Paper | IST-REx-ID: 10669 |
Grunbacher S, Hasani R, Lechner M, Cyranka J, Smolka SA, Grosu R. On the verification of neural ODEs with stochastic guarantees. In: Proceedings of the AAAI Conference on Artificial Intelligence. Vol 35. AAAI Press; 2021:11525-11535.
[Published Version]
View
| Files available
| Download Published Version (ext.)
| arXiv
2021 |Published| Conference Paper | IST-REx-ID: 10671 |
Hasani R, Lechner M, Amini A, Rus D, Grosu R. Liquid time-constant networks. In: Proceedings of the AAAI Conference on Artificial Intelligence. Vol 35. AAAI Press; 2021:7657-7666.
[Published Version]
View
| Files available
| Download Published Version (ext.)
| arXiv
2021 |Published| Conference Paper | IST-REx-ID: 10668 |
Babaiee Z, Hasani R, Lechner M, Rus D, Grosu R. On-off center-surround receptive fields for accurate and robust image classification. In: Proceedings of the 38th International Conference on Machine Learning. Vol 139. ML Research Press; 2021:478-489.
[Published Version]
View
| Files available
| Download Published Version (ext.)
2021 |Published| Conference Paper | IST-REx-ID: 10670 |
Vorbach CJ, Hasani R, Amini A, Lechner M, Rus D. Causal navigation by continuous-time neural networks. In: 35th Conference on Neural Information Processing Systems. ; 2021.
[Published Version]
View
| Files available
| Download Published Version (ext.)
| arXiv
2021 |Published| Conference Paper | IST-REx-ID: 10688 |
Kragl B, Qadeer S. The Civl verifier. In: Ruzica P, Whalen MW, eds. Proceedings of the 21st Conference on Formal Methods in Computer-Aided Design. Vol 2. TU Wien Academic Press; 2021:143–152. doi:10.34727/2021/isbn.978-3-85448-046-4_23
[Published Version]
View
| Files available
| DOI
2021 |Published| Conference Paper | IST-REx-ID: 10694 |
Avni G, Jecker IR, Zikelic D. Infinite-duration all-pay bidding games. In: Marx D, ed. Proceedings of the 2021 ACM-SIAM Symposium on Discrete Algorithms. Society for Industrial and Applied Mathematics; 2021:617-636. doi:10.1137/1.9781611976465.38
[Preprint]
View
| DOI
| Download Preprint (ext.)
| arXiv
2021 |Published| Conference Paper | IST-REx-ID: 10847 |
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
[Published Version]
View
| DOI
| Download Published Version (ext.)
2021 |Published| Conference Paper | IST-REx-ID: 10853 |
Fedorov A, Koval N, Alistarh D-A. A scalable concurrent algorithm for dynamic connectivity. In: Proceedings of the 33rd ACM Symposium on Parallelism in Algorithms and Architectures. Association for Computing Machinery; 2021:208-220. doi:10.1145/3409964.3461810
[Preprint]
View
| DOI
| Download Preprint (ext.)
| arXiv
2021 |Submitted| Preprint | IST-REx-ID: 10912 |
Lombardi F, Pepic S, Shriki O, Tkačik G, De Martino D. Quantifying the coexistence of neuronal oscillations and avalanches. doi:10.48550/ARXIV.2108.06686
[Preprint]
View
| DOI
| Download Preprint (ext.)
| arXiv
2021 |Published| Conference Paper | IST-REx-ID: 11436 |
Kungurtsev V, Egan M, Chatterjee B, Alistarh D-A. Asynchronous optimization methods for efficient training of deep neural networks with guarantees. In: 35th AAAI Conference on Artificial Intelligence, AAAI 2021. Vol 35. AAAI Press; 2021:8209-8216.
[Preprint]
View
| Download Preprint (ext.)
| arXiv
2021 |Published| Conference Paper | IST-REx-ID: 11452 |
Alimisis F, Davies P, Vandereycken B, Alistarh D-A. Distributed principal component analysis with limited communication. In: Advances in Neural Information Processing Systems - 35th Conference on Neural Information Processing Systems. Vol 4. Neural Information Processing Systems Foundation; 2021:2823-2834.
[Published Version]
View
| Download Published Version (ext.)
| arXiv
2021 |Published| Conference Paper | IST-REx-ID: 11463 |
Frantar E, Kurtic E, Alistarh D-A. M-FAC: Efficient matrix-free approximations of second-order information. In: 35th Conference on Neural Information Processing Systems. Vol 34. Curran Associates; 2021:14873-14886.
[Published Version]
View
| Download Published Version (ext.)
| arXiv
2021 |Published| Conference Paper | IST-REx-ID: 11464 |
Alistarh D-A, Korhonen J. Towards tight communication lower bounds for distributed optimisation. In: 35th Conference on Neural Information Processing Systems. Vol 34. Curran Associates; 2021:7254-7266.
[Published Version]
View
| Download Published Version (ext.)
| arXiv
2021 |Submitted| Preprint | IST-REx-ID: 12076 |
Shute AL. Sums of four squareful numbers. arXiv. doi:10.48550/arXiv.2104.06966
[Preprint]
View
| Files available
| DOI
| Download Preprint (ext.)
| arXiv