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10590 Publications
2021 | Published | Conference Paper | IST-REx-ID: 11436 | 
V. Kungurtsev, M. Egan, B. Chatterjee, and D.-A. Alistarh, “Asynchronous optimization methods for efficient training of deep neural networks with guarantees,” in 35th AAAI Conference on Artificial Intelligence, AAAI 2021, Virtual, Online, 2021, vol. 35, no. 9B, pp. 8209–8216.
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| arXiv
2021 | Published | Conference Paper | IST-REx-ID: 10435 |
G. Nadiradze, A. Sabour, P. Davies, S. Li, and D.-A. Alistarh, “Asynchronous decentralized SGD with quantized and local updates,” in 35th Conference on Neural Information Processing Systems, Sydney, Australia, 2021.
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| arXiv
2021 | Published | Conference Paper | IST-REx-ID: 11452 |
F. Alimisis, P. Davies, B. Vandereycken, and D.-A. Alistarh, “Distributed principal component analysis with limited communication,” in Advances in Neural Information Processing Systems - 35th Conference on Neural Information Processing Systems, Virtual, Online, 2021, vol. 4, pp. 2823–2834.
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| arXiv
2021 | Submitted | Preprint | IST-REx-ID: 10912 |
F. Lombardi, S. Pepic, O. Shriki, G. Tkačik, and D. De Martino, “Quantifying the coexistence of neuronal oscillations and avalanches.” arXiv.
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| arXiv
2021 | Published | Thesis | IST-REx-ID: 10429 |
G. Nadiradze, “On achieving scalability through relaxation,” Institute of Science and Technology Austria, 2021.
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2021 | Published | Conference Paper | IST-REx-ID: 10432 |
G. Nadiradze, I. Markov, B. Chatterjee, V. Kungurtsev, and D.-A. Alistarh, “Elastic consistency: A practical consistency model for distributed stochastic gradient descent,” in Proceedings of the AAAI Conference on Artificial Intelligence, Virtual, 2021, vol. 35, no. 10, pp. 9037–9045.
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| arXiv
2021 | Published | Journal Article | IST-REx-ID: 9381 |
Kleshnina, Maria, Mistakes can stabilise the dynamics of rock-paper-scissors games. PLoS Computational Biology 17 (4). 2021
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2021 | Published | Conference Paper | IST-REx-ID: 9200 |
Garcia Soto, Miriam, Synthesis of hybrid automata with affine dynamics from time-series data. HSCC '21: Proceedings of the 24th International Conference on Hybrid Systems: Computation and Control. 2021
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| arXiv
2021 | Published | Conference Paper | IST-REx-ID: 10206 |
A. Lukina, C. Schilling, and T. A. Henzinger, “Into the unknown: active monitoring of neural networks,” in 21st International Conference on Runtime Verification, Virtual, 2021, vol. 12974, pp. 42–61.
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| arXiv
2021 | Published | Technical Report | IST-REx-ID: 9946 |
F. Mühlböck and T. A. Henzinger, Differential monitoring. IST Austria, 2021.
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2021 | Submitted | Preprint | IST-REx-ID: 9281 |
G. Dubach and F. Mühlböck, “Formal verification of Zagier’s one-sentence proof,” arXiv. .
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| arXiv
2021 | Published | Journal Article | IST-REx-ID: 10327 |
M. Li et al., “PbS–Pb–CuxS composites for thermoelectric application,” ACS Applied Materials and Interfaces, vol. 13, no. 43. American Chemical Society , pp. 51373–51382, 2021.
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| PubMed | Europe PMC
2021 | Published | Conference Paper | IST-REx-ID: 9441 |
J.-D. Boissonnat, S. Kachanovich, and M. Wintraecken, “Tracing isomanifolds in Rd in time polynomial in d using Coxeter-Freudenthal-Kuhn triangulations,” in 37th International Symposium on Computational Geometry (SoCG 2021), Virtual, 2021, vol. 189, p. 17:1-17:16.
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2021 | Published | Journal Article | IST-REx-ID: 8253 |
F. Zenke and T. P. Vogels, “The remarkable robustness of surrogate gradient learning for instilling complex function in spiking neural networks,” Neural Computation, vol. 33, no. 4. MIT Press, pp. 899–925, 2021.
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| PubMed | Europe PMC
2021 | Published | Thesis | IST-REx-ID: 9418 |
M. Phuong, “Underspecification in deep learning,” Institute of Science and Technology Austria, 2021.
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2021 | Published | Journal Article | IST-REx-ID: 9410 |
M. Lagator, H. Uecker, and P. Neve, “Adaptation at different points along antibiotic concentration gradients,” Biology letters, vol. 17, no. 5. Royal Society of London, 2021.
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| PubMed | Europe PMC
2021 | Research Data | IST-REx-ID: 9389 |
M. Valentini, “Research data for ‘Non-topological zero bias peaks in full-shell nanowires induced by flux tunable Andreev states.’” Institute of Science and Technology Austria, 2021.
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2021 | Research Data | IST-REx-ID: 9323 |
D. Jirovec, “Research data for ‘A singlet-triplet hole spin qubit planar Ge.’” Institute of Science and Technology Austria, 2021.
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2021 | Published | Journal Article | IST-REx-ID: 10184 |
T. Alderighi, L. Malomo, B. Bickel, P. Cignoni, and N. Pietroni, “Volume decomposition for two-piece rigid casting,” ACM Transactions on Graphics, vol. 40, no. 6. Association for Computing Machinery, 2021.
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2021 | Published | Journal Article | IST-REx-ID: 9376 |
R. Zhang, T. Auzinger, and B. Bickel, “Computational design of planar multistable compliant structures,” ACM Transactions on Graphics, vol. 40, no. 5. Association for Computing Machinery, 2021.
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