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Fast Distributed k-Means with a Small Number of Rounds
Hess, T., Visbord, R. & Sabato, S., 1 Jan 2023, In: Proceedings of Machine Learning Research. 206, p. 850-874 25 p.Research output: Contribution to journal › Conference article › peer-review
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Improved Robust Algorithms for Learning with Discriminative Feature Feedback
Sabato, S., 1 Jan 2023, In: Proceedings of Machine Learning Research. 206, p. 1024-1036 13 p.Research output: Contribution to journal › Conference article › peer-review
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On the Capacity Limits of Privileged ERM
Sharoni, M. & Sabato, S., 1 Jan 2023, In: Proceedings of Machine Learning Research. 206, p. 523-534 12 p.Research output: Contribution to journal › Conference article › peer-review
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Active Structure Learning of Bayesian Networks in an Observational Setting
Ben-David, N. & Sabato, S., 1 Jun 2022, In: Journal of Machine Learning Research. 23, p. 1-38 188.Research output: Contribution to journal › Article › peer-review
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A Fast Algorithm for PAC Combinatorial Pure Exploration
Ben-David, N. & Sabato, S., 30 Jun 2022, AAAI-22 Technical Tracks 6. Association for the Advancement of Artificial Intelligence, p. 6064-6071 8 p. (Proceedings of the 36th AAAI Conference on Artificial Intelligence, AAAI 2022; vol. 36).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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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
Open Access23 Downloads (Pure) -
A Constant Approximation Algorithm for Sequential No-Substitution k-Median Clustering under a Random Arrival Order
Hess, T., Moshkovitz, M. & Sabato, S., 6 Jun 2021.Research output: Working paper/Preprint › Preprint
Open Access42 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
1 Scopus citations -
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
3 Scopus citations -
Active Structure Learning of Bayesian Networks in an Observational Setting
Ben-David, N. & Sabato, S., 25 Mar 2021.Research output: Working paper/Preprint › Preprint
Open Access36 Downloads (Pure)