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.
10605 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.
[Preprint]
View
| Download Preprint (ext.)
| arXiv
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.
[Published Version]
View
| Files available
| Download Published Version (ext.)
| arXiv
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.
[Published Version]
View
| Download Published Version (ext.)
| arXiv
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.).
[Preprint]
View
| DOI
| Download Preprint (ext.)
| arXiv
F. Lombardi, S. Pepic, O. Shriki, G. Tkačik, D. De Martino, (n.d.).
2021 | Published | Thesis | IST-REx-ID: 10429 |
On achieving scalability through relaxation
G. Nadiradze, On Achieving Scalability through Relaxation, Institute of Science and Technology Austria, 2021.
[Published Version]
View
| Files available
| DOI
G. Nadiradze, On Achieving Scalability through Relaxation, Institute of Science and Technology Austria, 2021.
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.
[Published Version]
View
| Files available
| Download Published Version (ext.)
| arXiv
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 | Journal Article | IST-REx-ID: 9381 |
Mistakes can stabilise the dynamics of rock-paper-scissors games
Kleshnina, Maria, Mistakes can stabilise the dynamics of rock-paper-scissors games. PLoS Computational Biology 17 (4). 2021
[Published Version]
View
| Files available
| DOI
| WoS
Kleshnina, Maria, Mistakes can stabilise the dynamics of rock-paper-scissors games. PLoS Computational Biology 17 (4). 2021
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
[Published Version]
View
| Files available
| DOI
| WoS
| arXiv
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.
[Preprint]
View
| Files available
| DOI
| Download Preprint (ext.)
| WoS
| arXiv
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.
[Published Version]
View
| Files available
| DOI
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.).
[Preprint]
View
| Files available
| DOI
| Download Preprint (ext.)
| arXiv
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.
[Submitted Version]
View
| DOI
| Download Submitted Version (ext.)
| WoS
| PubMed | Europe PMC
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.
[Published Version]
View
| Files available
| DOI
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.
[Published Version]
View
| Files available
| DOI
| WoS
| PubMed | Europe PMC
F. Zenke, T.P. Vogels, Neural Computation 33 (2021) 899–925.
2021 | Published | Thesis | IST-REx-ID: 9418 |
Underspecification in deep learning
M. Phuong, Underspecification in Deep Learning, Institute of Science and Technology Austria, 2021.
[Published Version]
View
| Files available
| DOI
M. Phuong, Underspecification in Deep Learning, Institute of Science and Technology Austria, 2021.
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).
[Published Version]
View
| Files available
| DOI
| WoS
| PubMed | Europe PMC
M. Lagator, H. Uecker, P. Neve, Biology Letters 17 (2021).
2021 | Research Data | IST-REx-ID: 9389 |
Research data for "Non-topological zero bias peaks in full-shell nanowires induced by flux tunable Andreev states"
M. Valentini, (2021).
[Published Version]
View
| Files available
| DOI
M. Valentini, (2021).
2021 | Research Data | IST-REx-ID: 9323 |
Research data for "A singlet-triplet hole spin qubit planar Ge"
D. Jirovec, (2021).
[Published Version]
View
| Files available
| DOI
D. Jirovec, (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).
[Submitted Version]
View
| Files available
| DOI
| Download Submitted Version (ext.)
| WoS
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).
[Published Version]
View
| Files available
| DOI
| WoS
R. Zhang, T. Auzinger, B. Bickel, ACM Transactions on Graphics 40 (2021).