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5640 Publications
2021 | Published | Conference Paper | IST-REx-ID: 11436 | 
Asynchronous optimization methods for efficient training of deep neural networks with guarantees
V. Kungurtsev, M. Egan, B. Chatterjee, D.-A. Alistarh, in:, 35th AAAI Conference on Artificial Intelligence, AAAI 2021, AAAI Press, 2021, pp. 8209–8216.
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V. Kungurtsev, M. Egan, B. Chatterjee, D.-A. Alistarh, in:, 35th AAAI Conference on Artificial Intelligence, AAAI 2021, AAAI Press, 2021, pp. 8209–8216.
2021 | Published | Conference Paper | IST-REx-ID: 10435 |
Asynchronous decentralized SGD with quantized and local updates
G. Nadiradze, A. Sabour, P. Davies, S. Li, D.-A. Alistarh, in:, 35th Conference on Neural Information Processing Systems, Neural Information Processing Systems Foundation, 2021.
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G. Nadiradze, A. Sabour, P. Davies, S. Li, D.-A. Alistarh, in:, 35th Conference on Neural Information Processing Systems, Neural Information Processing Systems Foundation, 2021.
2021 | Published | Conference Paper | IST-REx-ID: 11452 |
Distributed principal component analysis with limited communication
F. Alimisis, P. Davies, B. Vandereycken, D.-A. Alistarh, in:, Advances in Neural Information Processing Systems - 35th Conference on Neural Information Processing Systems, Neural Information Processing Systems Foundation, 2021, pp. 2823–2834.
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F. Alimisis, P. Davies, B. Vandereycken, D.-A. Alistarh, in:, Advances in Neural Information Processing Systems - 35th Conference on Neural Information Processing Systems, Neural Information Processing Systems Foundation, 2021, pp. 2823–2834.
2021 | Submitted | Preprint | IST-REx-ID: 10912 |
Quantifying the coexistence of neuronal oscillations and avalanches
F. Lombardi, S. Pepic, O. Shriki, G. Tkačik, D. De Martino, (n.d.).
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F. Lombardi, S. Pepic, O. Shriki, G. Tkačik, D. De Martino, (n.d.).
2021 | Published | Conference Paper | IST-REx-ID: 10432 |
Elastic consistency: A practical consistency model for distributed stochastic gradient descent
G. Nadiradze, I. Markov, B. Chatterjee, V. Kungurtsev, D.-A. Alistarh, in:, Proceedings of the AAAI Conference on Artificial Intelligence, 2021, pp. 9037–9045.
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G. Nadiradze, I. Markov, B. Chatterjee, V. Kungurtsev, D.-A. Alistarh, in:, Proceedings of the AAAI Conference on Artificial Intelligence, 2021, pp. 9037–9045.
2021 | Published | Conference Paper | IST-REx-ID: 9200 |
Synthesis of hybrid automata with affine dynamics from time-series data
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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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
2021 | Published | Conference Paper | IST-REx-ID: 10206 |
Into the unknown: active monitoring of neural networks
A. Lukina, C. Schilling, T.A. Henzinger, in:, 21st International Conference on Runtime Verification, Springer Nature, Cham, 2021, pp. 42–61.
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A. Lukina, C. Schilling, T.A. Henzinger, in:, 21st International Conference on Runtime Verification, Springer Nature, Cham, 2021, pp. 42–61.
2021 | Published | Technical Report | IST-REx-ID: 9946 |
Differential monitoring
F. Mühlböck, T.A. Henzinger, Differential Monitoring, IST Austria, 2021.
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F. Mühlböck, T.A. Henzinger, Differential Monitoring, IST Austria, 2021.
2021 | Submitted | Preprint | IST-REx-ID: 9281 |
Formal verification of Zagier's one-sentence proof
G. Dubach, F. Mühlböck, ArXiv (n.d.).
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G. Dubach, F. Mühlböck, ArXiv (n.d.).
2021 | Published | Journal Article | IST-REx-ID: 10327 |
PbS–Pb–CuxS composites for thermoelectric application
M. Li, Y. Liu, Y. Zhang, X. Han, K. Xiao, M. Nabahat, J. Arbiol, J. Llorca, M. Ibáñez, A. Cabot, ACS Applied Materials and Interfaces 13 (2021) 51373–51382.
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M. Li, Y. Liu, Y. Zhang, X. Han, K. Xiao, M. Nabahat, J. Arbiol, J. Llorca, M. Ibáñez, A. Cabot, ACS Applied Materials and Interfaces 13 (2021) 51373–51382.
2021 | Published | Conference Paper | IST-REx-ID: 9441 |
Tracing isomanifolds in Rd in time polynomial in d using Coxeter-Freudenthal-Kuhn triangulations
J.-D. Boissonnat, S. Kachanovich, M. Wintraecken, in:, 37th International Symposium on Computational Geometry (SoCG 2021), Schloss Dagstuhl - Leibniz-Zentrum für Informatik, Dagstuhl, Germany, 2021, p. 17:1-17:16.
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J.-D. Boissonnat, S. Kachanovich, M. Wintraecken, in:, 37th International Symposium on Computational Geometry (SoCG 2021), Schloss Dagstuhl - Leibniz-Zentrum für Informatik, Dagstuhl, Germany, 2021, p. 17:1-17:16.
2021 | Published | Journal Article | IST-REx-ID: 8253 |
The remarkable robustness of surrogate gradient learning for instilling complex function in spiking neural networks
F. Zenke, T.P. Vogels, Neural Computation 33 (2021) 899–925.
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F. Zenke, T.P. Vogels, Neural Computation 33 (2021) 899–925.
2021 | Published | Journal Article | IST-REx-ID: 9410 |
Adaptation at different points along antibiotic concentration gradients
M. Lagator, H. Uecker, P. Neve, Biology Letters 17 (2021).
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M. Lagator, H. Uecker, P. Neve, Biology Letters 17 (2021).
2021 | Published | Journal Article | IST-REx-ID: 10184 |
Volume decomposition for two-piece rigid casting
T. Alderighi, L. Malomo, B. Bickel, P. Cignoni, N. Pietroni, ACM Transactions on Graphics 40 (2021).
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T. Alderighi, L. Malomo, B. Bickel, P. Cignoni, N. Pietroni, ACM Transactions on Graphics 40 (2021).
2021 | Published | Journal Article | IST-REx-ID: 9376 |
Computational design of planar multistable compliant structures
R. Zhang, T. Auzinger, B. Bickel, ACM Transactions on Graphics 40 (2021).
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R. Zhang, T. Auzinger, B. Bickel, ACM Transactions on Graphics 40 (2021).
2021 | Published | Journal Article | IST-REx-ID: 9408 |
Computational design of skinned Quad-Robots
Feng, Xudong, Computational design of skinned Quad-Robots. IEEE Transactions on Visualization and Computer Graphics 27 (6). 2021
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Feng, Xudong, Computational design of skinned Quad-Robots. IEEE Transactions on Visualization and Computer Graphics 27 (6). 2021
2021 | Published | Journal Article | IST-REx-ID: 9547 |
Neural acceleration of scattering-aware color 3D printing
T. Rittig, D. Sumin, V. Babaei, P. Didyk, A. Voloboy, A. Wilkie, B. Bickel, K. Myszkowski, T. Weyrich, J. Křivánek, Computer Graphics Forum 40 (2021) 205–219.
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T. Rittig, D. Sumin, V. Babaei, P. Didyk, A. Voloboy, A. Wilkie, B. Bickel, K. Myszkowski, T. Weyrich, J. Křivánek, Computer Graphics Forum 40 (2021) 205–219.
2021 | Published | Journal Article | IST-REx-ID: 9241 |
Robust and practical measurement of volume transport parameters in solid photo-polymer materials for 3D printing
O. Elek, R. Zhang, D. Sumin, K. Myszkowski, B. Bickel, A. Wilkie, J. Křivánek, T. Weyrich, Optics Express 29 (2021) 7568–7588.
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O. Elek, R. Zhang, D. Sumin, K. Myszkowski, B. Bickel, A. Wilkie, J. Křivánek, T. Weyrich, Optics Express 29 (2021) 7568–7588.
2021 | Published | Journal Article | IST-REx-ID: 9602 |
Erdős-Hajnal-type results for monotone paths
J. Pach, I. Tomon, Journal of Combinatorial Theory. Series B 151 (2021) 21–37.
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J. Pach, I. Tomon, Journal of Combinatorial Theory. Series B 151 (2021) 21–37.
2021 | Published | Journal Article | IST-REx-ID: 10204 |
Topological signatures and stability of hexagonal close packing and Barlow stackings
G.F. Osang, H. Edelsbrunner, M. Saadatfar, Soft Matter 17 (2021) 9107–9115.
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G.F. Osang, H. Edelsbrunner, M. Saadatfar, Soft Matter 17 (2021) 9107–9115.