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10605 Publications
2021 | Published | Conference Paper | IST-REx-ID: 11436 | 
Kungurtsev, Vyacheslav, Malcolm Egan, Bapi Chatterjee, and Dan-Adrian Alistarh. “Asynchronous Optimization Methods for Efficient Training of Deep Neural Networks with Guarantees.” In 35th AAAI Conference on Artificial Intelligence, AAAI 2021, 35:8209–16. AAAI Press, 2021.
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| arXiv
2021 | Published | Conference Paper | IST-REx-ID: 10435 |
Nadiradze, Giorgi, Amirmojtaba Sabour, Peter Davies, Shigang Li, and Dan-Adrian Alistarh. “Asynchronous Decentralized SGD with Quantized and Local Updates.” In 35th Conference on Neural Information Processing Systems. Neural Information Processing Systems Foundation, 2021.
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| arXiv
2021 | Published | Conference Paper | IST-REx-ID: 11452 |
Alimisis, Foivos, Peter Davies, Bart Vandereycken, and Dan-Adrian Alistarh. “Distributed Principal Component Analysis with Limited Communication.” In Advances in Neural Information Processing Systems - 35th Conference on Neural Information Processing Systems, 4:2823–34. Neural Information Processing Systems Foundation, 2021.
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| arXiv
2021 | Submitted | Preprint | IST-REx-ID: 10912 |
Lombardi, Fabrizio, Selver Pepic, Oren Shriki, Gašper Tkačik, and Daniele De Martino. “Quantifying the Coexistence of Neuronal Oscillations and Avalanches.” arXiv, n.d. https://doi.org/10.48550/ARXIV.2108.06686.
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| arXiv
2021 | Published | Thesis | IST-REx-ID: 10429 |
Nadiradze, Giorgi. “On Achieving Scalability through Relaxation.” Institute of Science and Technology Austria, 2021. https://doi.org/10.15479/at:ista:10429.
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2021 | Published | Conference Paper | IST-REx-ID: 10432 |
Nadiradze, Giorgi, Ilia Markov, Bapi Chatterjee, Vyacheslav Kungurtsev, and Dan-Adrian Alistarh. “Elastic Consistency: A Practical Consistency Model for Distributed Stochastic Gradient Descent.” In Proceedings of the AAAI Conference on Artificial Intelligence, 35:9037–45, 2021.
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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 |
Lukina, Anna, Christian Schilling, and Thomas A Henzinger. “Into the Unknown: Active Monitoring of Neural Networks.” In 21st International Conference on Runtime Verification, 12974:42–61. Cham: Springer Nature, 2021. https://doi.org/10.1007/978-3-030-88494-9_3.
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| arXiv
2021 | Published | Technical Report | IST-REx-ID: 9946 |
Mühlböck, Fabian, and Thomas A Henzinger. Differential Monitoring. IST Austria, 2021. https://doi.org/10.15479/AT:ISTA:9946.
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2021 | Submitted | Preprint | IST-REx-ID: 9281 |
Dubach, Guillaume, and Fabian Mühlböck. “Formal Verification of Zagier’s One-Sentence Proof.” ArXiv, n.d. https://doi.org/10.48550/arXiv.2103.11389.
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| arXiv
2021 | Published | Journal Article | IST-REx-ID: 10327 |
Li, Mengyao, Yu Liu, Yu Zhang, Xu Han, Ke Xiao, Mehran Nabahat, Jordi Arbiol, Jordi Llorca, Maria Ibáñez, and Andreu Cabot. “PbS–Pb–CuxS Composites for Thermoelectric Application.” ACS Applied Materials and Interfaces. American Chemical Society , 2021. https://doi.org/10.1021/acsami.1c15609.
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| PubMed | Europe PMC
2021 | Published | Conference Paper | IST-REx-ID: 9441 |
Boissonnat, Jean-Daniel, Siargey Kachanovich, and Mathijs Wintraecken. “Tracing Isomanifolds in Rd in Time Polynomial in d Using Coxeter-Freudenthal-Kuhn Triangulations.” In 37th International Symposium on Computational Geometry (SoCG 2021), 189:17:1-17:16. Leibniz International Proceedings in Informatics (LIPIcs). Dagstuhl, Germany: Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2021. https://doi.org/10.4230/LIPIcs.SoCG.2021.17.
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2021 | Published | Journal Article | IST-REx-ID: 8253 |
Zenke, Friedemann, and Tim P Vogels. “The Remarkable Robustness of Surrogate Gradient Learning for Instilling Complex Function in Spiking Neural Networks.” Neural Computation. MIT Press, 2021. https://doi.org/10.1162/neco_a_01367.
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| PubMed | Europe PMC
2021 | Published | Thesis | IST-REx-ID: 9418 |
Phuong, Mary. “Underspecification in Deep Learning.” Institute of Science and Technology Austria, 2021. https://doi.org/10.15479/AT:ISTA:9418.
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2021 | Published | Journal Article | IST-REx-ID: 9410 |
Lagator, Mato, Hildegard Uecker, and Paul Neve. “Adaptation at Different Points along Antibiotic Concentration Gradients.” Biology Letters. Royal Society of London, 2021. https://doi.org/10.1098/rsbl.2020.0913.
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2021 | Research Data | IST-REx-ID: 9389 |
Valentini, Marco. “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. https://doi.org/10.15479/AT:ISTA:9389.
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2021 | Research Data | IST-REx-ID: 9323 |
Jirovec, Daniel. “Research Data for ‘A Singlet-Triplet Hole Spin Qubit Planar Ge.’” Institute of Science and Technology Austria, 2021. https://doi.org/10.15479/AT:ISTA:9323.
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2021 | Published | Journal Article | IST-REx-ID: 10184 |
Alderighi, Thomas, Luigi Malomo, Bernd Bickel, Paolo Cignoni, and Nico Pietroni. “Volume Decomposition for Two-Piece Rigid Casting.” ACM Transactions on Graphics. Association for Computing Machinery, 2021. https://doi.org/10.1145/3478513.3480555.
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2021 | Published | Journal Article | IST-REx-ID: 9376 |
Zhang, Ran, Thomas Auzinger, and Bernd Bickel. “Computational Design of Planar Multistable Compliant Structures.” ACM Transactions on Graphics. Association for Computing Machinery, 2021. https://doi.org/10.1145/3453477.
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