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6978 Publications
2021 |Published| Journal Article | IST-REx-ID: 10180 | 
Hoefler, T., Alistarh, D.-A., Ben-Nun, T., Dryden, N., & Peste, E.-A. (2021). Sparsity in deep learning: Pruning and growth for efficient inference and training in neural networks. Journal of Machine Learning Research. Journal of Machine Learning Research.
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2021 |Published| Conference Paper | IST-REx-ID: 10218 |
Alistarh, D.-A., Gelashvili, R., & Rybicki, J. (2021). Brief announcement: Fast graphical population protocols. In 35th International Symposium on Distributed Computing (Vol. 209). Freiburg, Germany: Schloss Dagstuhl - Leibniz-Zentrum für Informatik. https://doi.org/10.4230/LIPIcs.DISC.2021.43
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2021 |Published| Conference Paper | IST-REx-ID: 10217 |
Alistarh, D.-A., Gelashvili, R., & Nadiradze, G. (2021). Lower bounds for shared-memory leader election under bounded write contention. In 35th International Symposium on Distributed Computing (Vol. 209). Freiburg, Germany: Schloss Dagstuhl - Leibniz Zentrum für Informatik. https://doi.org/10.4230/LIPIcs.DISC.2021.4
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2021 |Published| Conference Paper | IST-REx-ID: 10216 |
Chatterjee, B., Peri, S., & Sa, M. (2021). Brief announcement: Non-blocking dynamic unbounded graphs with worst-case amortized bounds. In 35th International Symposium on Distributed Computing (Vol. 209). Freiburg, Germany: Schloss Dagstuhl - Leibniz Zentrum für Informatik. https://doi.org/10.4230/LIPIcs.DISC.2021.52
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| arXiv
2021 |Published| Conference Paper | IST-REx-ID: 10219 |
Korhonen, J., Paz, A., Rybicki, J., Schmid, S., & Suomela, J. (2021). Brief announcement: Sinkless orientation is hard also in the supported LOCAL model. In 35th International Symposium on Distributed Computing (Vol. 209). Freiburg, Germany: Schloss Dagstuhl - Leibniz Zentrum für Informatik. https://doi.org/10.4230/LIPIcs.DISC.2021.58
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2021 |Published| Book Chapter | IST-REx-ID: 10267
Zhang, Y., Li, L., & Friml, J. (2021). Evaluation of gravitropism in non-seed plants. In E. B. Blancaflor (Ed.), Plant Gravitropism (Vol. 2368, pp. 43–51). Springer Nature. https://doi.org/10.1007/978-1-0716-1677-2_2
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| PubMed | Europe PMC
2021 |Published| Book Chapter | IST-REx-ID: 10268
Hörmayer, L., Friml, J., & Glanc, M. (2021). Automated time-lapse imaging and manipulation of cell divisions in Arabidopsis roots by vertical-stage confocal microscopy. In Plant Cell Division (Vol. 2382, pp. 105–114). Humana Press. https://doi.org/10.1007/978-1-0716-1744-1_6
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| PubMed | Europe PMC
2021 |Published| Conference Paper | IST-REx-ID: 10367 |
Ilharco, C., Shirazi, A., Gopalan, A., Nagrani, A., Bratanič, B., Bregler, C., … Imbrasaite, V. (2021). Recognizing multimodal entailment. In 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, Tutorial Abstracts (pp. 29–30). Bangkok, Thailand: Association for Computational Linguistics. https://doi.org/10.18653/v1/2021.acl-tutorials.6
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2021 |Published| Book | IST-REx-ID: 10415
Browning, T. D. (2021). Cubic Forms and the Circle Method (Vol. 343). Cham: Springer Nature. https://doi.org/10.1007/978-3-030-86872-7
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2021 |Published| Journal Article | IST-REx-ID: 10535 |
Bodova, K., Szep, E., & Barton, N. H. (2021). Dynamic maximum entropy provides accurate approximation of structured population dynamics. PLoS Computational Biology. Public Library of Science. https://doi.org/10.1371/journal.pcbi.1009661
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| arXiv
2021 |Published| Conference Paper | IST-REx-ID: 10552 |
Kolmogorov, V., & Pock, T. (2021). One-sided Frank-Wolfe algorithms for saddle problems. In 38th International Conference on Machine Learning. Virtual.
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2021 |Published| Conference Paper | IST-REx-ID: 10629 |
Chatterjee, K., Ibsen-Jensen, R., & Pavlogiannis, A. (2021). Quantitative verification on product graphs of small treewidth. In 41st IARCS Annual Conference on Foundations of Software Technology and Theoretical Computer Science (Vol. 213). Virtual: Schloss Dagstuhl - Leibniz-Zentrum für Informatik. https://doi.org/10.4230/LIPIcs.FSTTCS.2021.42
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2021 |Published| Journal Article | IST-REx-ID: 10635 |
Nardin, M., Phillips, J. W., Podlaski, W. F., & Keemink, S. W. (2021). Nonlinear computations in spiking neural networks through multiplicative synapses. Peer Community Journal. Centre Mersenne ; Peer Community In. https://doi.org/10.24072/pcjournal.69
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2021 |Published| Other Publication | IST-REx-ID: 10645 |
Simbierowicz, S., Shi, C., Collodo, M., Kirste, M., Hassani, F., Fink, J. M., … Lake, R. (2021). Qubit energy-relaxation statistics in the Bluefors quantum measurement system. Helsinki, Finland: Bluefors Oy.
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2021 |Published| Other Publication | IST-REx-ID: 10644 |
Lake, R., Simbierowicz, S., Krantz, P., Hassani, F., & Fink, J. M. (2021). The Bluefors dilution refrigerator as an integrated quantum measurement system. Helsinki, Finland: Bluefors Oy.
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2021 |Published| Conference Paper | IST-REx-ID: 10669 |
Grunbacher, S., Hasani, R., Lechner, M., Cyranka, J., Smolka, S. A., & Grosu, R. (2021). On the verification of neural ODEs with stochastic guarantees. In Proceedings of the AAAI Conference on Artificial Intelligence (Vol. 35, pp. 11525–11535). Virtual: AAAI Press.
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2021 |Published| Conference Paper | IST-REx-ID: 10671 |
Hasani, R., Lechner, M., Amini, A., Rus, D., & Grosu, R. (2021). Liquid time-constant networks. In Proceedings of the AAAI Conference on Artificial Intelligence (Vol. 35, pp. 7657–7666). Virtual: AAAI Press.
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2021 |Published| Conference Paper | IST-REx-ID: 10668 |
Babaiee, Z., Hasani, R., Lechner, M., Rus, D., & Grosu, R. (2021). On-off center-surround receptive fields for accurate and robust image classification. In Proceedings of the 38th International Conference on Machine Learning (Vol. 139, pp. 478–489). Virtual: ML Research Press.
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2021 |Published| Conference Paper | IST-REx-ID: 10670 |
Vorbach, C. J., Hasani, R., Amini, A., Lechner, M., & Rus, D. (2021). Causal navigation by continuous-time neural networks. In 35th Conference on Neural Information Processing Systems. Virtual.
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2021 |Published| Conference Paper | IST-REx-ID: 10688 |
Kragl, B., & Qadeer, S. (2021). The Civl verifier. In P. Ruzica & M. W. Whalen (Eds.), Proceedings of the 21st Conference on Formal Methods in Computer-Aided Design (Vol. 2, pp. 143–152). Virtual: TU Wien Academic Press. https://doi.org/10.34727/2021/isbn.978-3-85448-046-4_23
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