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5146 Publications
2022 |Submitted| Preprint | IST-REx-ID: 12660 |
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Cross-client Label Propagation for transductive federated learning
J.A. Scott, M.X. Yeo, C. Lampert, ArXiv (n.d.).
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| arXiv
J.A. Scott, M.X. Yeo, C. Lampert, ArXiv (n.d.).
2022 |Submitted| Preprint | IST-REx-ID: 12662 |
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Generalization in Multi-objective machine learning
P. Súkeník, C. Lampert, ArXiv (n.d.).
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P. Súkeník, C. Lampert, ArXiv (n.d.).
2022 |Published| Journal Article | IST-REx-ID: 12495 |
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FLEA: Provably robust fair multisource learning from unreliable training data
E.B. Iofinova, N.H. Konstantinov, C. Lampert, Transactions on Machine Learning Research (2022).
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| arXiv
E.B. Iofinova, N.H. Konstantinov, C. Lampert, Transactions on Machine Learning Research (2022).
2022 |Published| Journal Article | IST-REx-ID: 11938 |
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On compatible matchings
O. Aichholzer, A.M. Arroyo Guevara, Z. Masárová, I. Parada, D. Perz, A. Pilz, J. Tkadlec, B. Vogtenhuber, Journal of Graph Algorithms and Applications 26 (2022) 225–240.
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| arXiv
O. Aichholzer, A.M. Arroyo Guevara, Z. Masárová, I. Parada, D. Perz, A. Pilz, J. Tkadlec, B. Vogtenhuber, Journal of Graph Algorithms and Applications 26 (2022) 225–240.
2022 |Published| Journal Article | IST-REx-ID: 10706 |
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Open problems on billiards and geometric optics
M. Bialy, C. Fiorebe, A. Glutsyuk, M. Levi, A. Plakhov, S. Tabachnikov, Arnold Mathematical Journal 8 (2022) 411–422.
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M. Bialy, C. Fiorebe, A. Glutsyuk, M. Levi, A. Plakhov, S. Tabachnikov, Arnold Mathematical Journal 8 (2022) 411–422.
2022 |Submitted| Preprint | IST-REx-ID: 12677 |
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Repeated prophet inequality with near-optimal bounds
K. Chatterjee, M. Mohammadi, R.J. Saona Urmeneta, ArXiv (n.d.).
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K. Chatterjee, M. Mohammadi, R.J. Saona Urmeneta, ArXiv (n.d.).
2022 |Published| Conference Paper | IST-REx-ID: 12780 |
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CGX: Adaptive system support for communication-efficient deep learning
I. Markov, H. Ramezanikebrya, D.-A. Alistarh, in:, Proceedings of the 23rd ACM/IFIP International Middleware Conference, Association for Computing Machinery, 2022, pp. 241–254.
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I. Markov, H. Ramezanikebrya, D.-A. Alistarh, in:, Proceedings of the 23rd ACM/IFIP International Middleware Conference, Association for Computing Machinery, 2022, pp. 241–254.
2022 |Submitted| Preprint | IST-REx-ID: 12860 |
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Towards differential relational privacy and its use in question answering
S. Bombari, A. Achille, Z. Wang, Y.-X. Wang, Y. Xie, K.Y. Singh, S. Appalaraju, V. Mahadevan, S. Soatto, ArXiv (n.d.).
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S. Bombari, A. Achille, Z. Wang, Y.-X. Wang, Y. Xie, K.Y. Singh, S. Appalaraju, V. Mahadevan, S. Soatto, ArXiv (n.d.).
2022 |Submitted| Preprint | IST-REx-ID: 10788 |
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Integral points of bounded height on a certain toric variety
F.A. Wilsch, ArXiv (n.d.).
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F.A. Wilsch, ArXiv (n.d.).
2022 |Published| Conference Paper | IST-REx-ID: 11839 |
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Almost-orthogonal layers for efficient general-purpose Lipschitz networks
B. Prach, C. Lampert, in:, Computer Vision – ECCV 2022, Springer Nature, 2022, pp. 350–365.
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B. Prach, C. Lampert, in:, Computer Vision – ECCV 2022, Springer Nature, 2022, pp. 350–365.
2022 |Published| Journal Article | IST-REx-ID: 12671 |
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Histone H2B.8 compacts flowering plant sperm through chromatin phase separation
T. Buttress, S. He, L. Wang, S. Zhou, G. Saalbach, M. Vickers, G. Li, P. Li, X. Feng, Nature 611 (2022) 614–622.
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| PubMed | Europe PMC
T. Buttress, S. He, L. Wang, S. Zhou, G. Saalbach, M. Vickers, G. Li, P. Li, X. Feng, Nature 611 (2022) 614–622.
2022 |Published| Journal Article | IST-REx-ID: 12670 |
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DNA methylation dynamics during germline development
S. He, X. Feng, Journal of Integrative Plant Biology 64 (2022) 2240–2251.
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| PubMed | Europe PMC
S. He, X. Feng, Journal of Integrative Plant Biology 64 (2022) 2240–2251.
2022 |Published| Conference Abstract | IST-REx-ID: 12894 |
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Where is the sweet spot? A procurement story of general purpose compute nodes
A. Schlögl, A. Hornoiu, S. Elefante, S. Stadlbauer, in:, ASHPC22 - Austrian-Slovenian HPC Meeting 2022, EuroCC Austria c/o Universität Wien, 2022, p. 7.
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A. Schlögl, A. Hornoiu, S. Elefante, S. Stadlbauer, in:, ASHPC22 - Austrian-Slovenian HPC Meeting 2022, EuroCC Austria c/o Universität Wien, 2022, p. 7.
2022 |Published| Journal Article | IST-REx-ID: 11336 |
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Tissue-wide genetic and cellular landscape shapes the execution of sequential PRC2 functions in neural stem cell lineage progression
N. Amberg, F. Pauler, C. Streicher, S. Hippenmeyer, Science Advances 8 (2022).
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N. Amberg, F. Pauler, C. Streicher, S. Hippenmeyer, Science Advances 8 (2022).
2022 |Published| Journal Article | IST-REx-ID: 11442 |
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Closed-loop control of direct ink writing via reinforcement learning
M. Piovarci, M. Foshey, J. Xu, T. Erps, V. Babaei, P. Didyk, S. Rusinkiewicz, W. Matusik, B. Bickel, ACM Transactions on Graphics 41 (2022).
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M. Piovarci, M. Foshey, J. Xu, T. Erps, V. Babaei, P. Didyk, S. Rusinkiewicz, W. Matusik, B. Bickel, ACM Transactions on Graphics 41 (2022).
2022 |Published| Conference Paper | IST-REx-ID: 11844 |
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Near-optimal leader election in population protocols on graphs
D.-A. Alistarh, J. Rybicki, S. Voitovych, in:, Proceedings of the Annual ACM Symposium on Principles of Distributed Computing, Association for Computing Machinery, 2022, pp. 246–256.
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D.-A. Alistarh, J. Rybicki, S. Voitovych, in:, Proceedings of the Annual ACM Symposium on Principles of Distributed Computing, Association for Computing Machinery, 2022, pp. 246–256.
2022 |Published| Thesis | IST-REx-ID: 11777 |
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High-dimensional expansion and crossing numbers of simplicial complexes
P. Wild, High-Dimensional Expansion and Crossing Numbers of Simplicial Complexes, Institute of Science and Technology, 2022.
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P. Wild, High-Dimensional Expansion and Crossing Numbers of Simplicial Complexes, Institute of Science and Technology, 2022.
2022 |Published| Thesis | IST-REx-ID: 11128 |
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Genetic basis of flower colour as a model for adaptive evolution
L. Matejovicova, Genetic Basis of Flower Colour as a Model for Adaptive Evolution, Institute of Science and Technology Austria, 2022.
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L. Matejovicova, Genetic Basis of Flower Colour as a Model for Adaptive Evolution, Institute of Science and Technology Austria, 2022.
2022 |Published| Conference Paper | IST-REx-ID: 13239 |
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Predictive learning enables neural networks to learn complex working memory tasks
T.L. Van Der Plas, T.P. Vogels, S.G. Manohar, in:, Proceedings of Machine Learning Research, ML Research Press, 2022, pp. 518–531.
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T.L. Van Der Plas, T.P. Vogels, S.G. Manohar, in:, Proceedings of Machine Learning Research, ML Research Press, 2022, pp. 518–531.
2022 |Submitted| Preprint | IST-REx-ID: 11366 |
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Revisiting the adversarial robustness-accuracy tradeoff in robot learning
M. Lechner, A. Amini, D. Rus, T.A. Henzinger, ArXiv (n.d.).
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M. Lechner, A. Amini, D. Rus, T.A. Henzinger, ArXiv (n.d.).