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Dive into the research topics where Sivan Sabato is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Fast Distributed k-Means with a Small Number of Rounds
Hess, T., Visbord, R. & Sabato, S., 31 Jan 2022.Research output: Working paper/Preprint › Preprint
File20 Downloads (Pure) -
A Constant Approximation Algorithm for Sequential No-Substitution k-Median Clustering under a Random Arrival Order
Hess, T., Moshkovitz, M. & Sabato, S., 2021, (Arxiv preprint).Research output: Working paper/Preprint › Preprint
File36 Downloads (Pure) -
A Constant Approximation Algorithm for Sequential Random-Order No-Substitution k-Median Clustering
Hess, T., Moshkovitz, M. & Sabato, S., 1 Jan 2021, Advances in Neural Information Processing Systems 34 - 35th Conference on Neural Information Processing Systems, NeurIPS 2021. Ranzato, MA., Beygelzimer, A., Dauphin, Y., Liang, P. S. & Wortman Vaughan, J. (eds.). Neural information processing systems foundation, p. 3298-3308 11 p. (Advances in Neural Information Processing Systems; vol. 5).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Active Feature Selection for the Mutual Information Criterion
Schnapp, S. & Sabato, S., 2021, 35th AAAI Conference on Artificial Intelligence, AAAI 2021. Association for the Advancement of Artificial Intelligence, Vol. 35(11). p. 9497-9504 8 p. (35th AAAI Conference on Artificial Intelligence, AAAI 2021; vol. 11A).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
1 Scopus citations -
Active Structure Learning of Bayesian Networks in an Observational Setting
Ben-David, N. & Sabato, S., 2021.Research output: Working paper/Preprint › Preprint
File32 Downloads (Pure) -
A Fast Algorithm for PAC Combinatorial Pure Exploration
Ben-David, N. & Sabato, S., 8 Dec 2021.Research output: Working paper/Preprint › Preprint
File22 Downloads (Pure) -
Algorithmic Learning Theory, 16-19 March 2021, Virtual Conference, Worldwide
Feldman, V. (ed.), Ligett, K. (ed.) & Sabato, S. (ed.), 2021, PMLR. (Proceedings of Machine Learning Research)Research output: Book/Report › Book › peer-review
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Approximating a Distribution Using Weight Queries
Barak, N. & Sabato, S., 2021, Proceedings of the 38th International Conference on Machine Learning (ICML). Vol. 139. p. 674-683 10 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Universal Bayes Consistency in Metric Spaces
Hanneke, S., Kontorovich, A., Sabato, S. & Weiss, R., 1 Aug 2021, In: Annals of Statistics. 49, 4, p. 2129-2150 22 p.Research output: Contribution to journal › Article › peer-review
2 Scopus citations -
Analysis of loss functions for fast single-class classification
Keren, G., Sabato, S. & Schuller, B., 1 Jan 2020, In: Knowledge and Information Systems. 62, 1, p. 337-358 22 p.Research output: Contribution to journal › Article › peer-review
2 Scopus citations