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7091 Publications
2021 | Published | Conference Paper | IST-REx-ID: 11436 | 
Kungurtsev, Vyacheslav, et al. “Asynchronous Optimization Methods for Efficient Training of Deep Neural Networks with Guarantees.” 35th AAAI Conference on Artificial Intelligence, AAAI 2021, vol. 35, no. 9B, AAAI Press, 2021, pp. 8209–16.
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| arXiv
2021 | Published | Conference Paper | IST-REx-ID: 10435 |
Nadiradze, Giorgi, et al. “Asynchronous Decentralized SGD with Quantized and Local Updates.” 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, et al. “Distributed Principal Component Analysis with Limited Communication.” Advances in Neural Information Processing Systems - 35th Conference on Neural Information Processing Systems, vol. 4, Neural Information Processing Systems Foundation, 2021, pp. 2823–34.
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| arXiv
2021 | Submitted | Preprint | IST-REx-ID: 10912 |
Lombardi, Fabrizio, et al. Quantifying the Coexistence of Neuronal Oscillations and Avalanches. arXiv, doi:10.48550/ARXIV.2108.06686.
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| arXiv
2021 | Published | Conference Paper | IST-REx-ID: 10432 |
Nadiradze, Giorgi, et al. “Elastic Consistency: A Practical Consistency Model for Distributed Stochastic Gradient Descent.” Proceedings of the AAAI Conference on Artificial Intelligence, vol. 35, no. 10, 2021, pp. 9037–45.
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| arXiv
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, et al. “Into the Unknown: Active Monitoring of Neural Networks.” 21st International Conference on Runtime Verification, vol. 12974, Springer Nature, 2021, pp. 42–61, doi: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, doi: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, 2103.11389, doi:10.48550/arXiv.2103.11389.
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| arXiv
2021 | Published | Journal Article | IST-REx-ID: 10327 |
Li, Mengyao, et al. “PbS–Pb–CuxS Composites for Thermoelectric Application.” ACS Applied Materials and Interfaces, vol. 13, no. 43, American Chemical Society , 2021, pp. 51373–51382, doi:10.1021/acsami.1c15609.
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| PubMed | Europe PMC
2021 | Published | Conference Paper | IST-REx-ID: 9441 |
Boissonnat, Jean-Daniel, et al. “Tracing Isomanifolds in Rd in Time Polynomial in d Using Coxeter-Freudenthal-Kuhn Triangulations.” 37th International Symposium on Computational Geometry (SoCG 2021), vol. 189, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2021, p. 17:1-17:16, doi: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, vol. 33, no. 4, MIT Press, 2021, pp. 899–925, doi:10.1162/neco_a_01367.
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2021 | Published | Journal Article | IST-REx-ID: 9410 |
Lagator, Mato, et al. “Adaptation at Different Points along Antibiotic Concentration Gradients.” Biology Letters, vol. 17, no. 5, 20200913, Royal Society of London, 2021, doi:10.1098/rsbl.2020.0913.
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2021 | Published | Journal Article | IST-REx-ID: 10184 |
Alderighi, Thomas, et al. “Volume Decomposition for Two-Piece Rigid Casting.” ACM Transactions on Graphics, vol. 40, no. 6, 272, Association for Computing Machinery, 2021, doi:10.1145/3478513.3480555.
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2021 | Published | Journal Article | IST-REx-ID: 9376 |
Zhang, Ran, et al. “Computational Design of Planar Multistable Compliant Structures.” ACM Transactions on Graphics, vol. 40, no. 5, 186, Association for Computing Machinery, 2021, doi:10.1145/3453477.
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2021 | Published | Journal Article | IST-REx-ID: 9408 |
Feng, Xudong, Computational design of skinned Quad-Robots. IEEE Transactions on Visualization and Computer Graphics 27 (6). 2021
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2021 | Published | Journal Article | IST-REx-ID: 9547 |
Rittig, Tobias, et al. “Neural Acceleration of Scattering-Aware Color 3D Printing.” Computer Graphics Forum, vol. 40, no. 2, Wiley, 2021, pp. 205–19, doi:10.1111/cgf.142626.
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2021 | Published | Journal Article | IST-REx-ID: 9241 |
Elek, Oskar, et al. “Robust and Practical Measurement of Volume Transport Parameters in Solid Photo-Polymer Materials for 3D Printing.” Optics Express, vol. 29, no. 5, The Optical Society, 2021, pp. 7568–88, doi:10.1364/OE.406095.
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2021 | Published | Journal Article | IST-REx-ID: 9602 |
Pach, János, and István Tomon. “Erdős-Hajnal-Type Results for Monotone Paths.” Journal of Combinatorial Theory. Series B, vol. 151, Elsevier, 2021, pp. 21–37, doi:10.1016/j.jctb.2021.05.004.
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2021 | Published | Journal Article | IST-REx-ID: 10204 |
Osang, Georg F., et al. “Topological Signatures and Stability of Hexagonal Close Packing and Barlow Stackings.” Soft Matter, vol. 17, no. 40, Royal Society of Chemistry , 2021, pp. 9107–15, doi:10.1039/d1sm00774b.
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