Personal profile
Research interests
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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Adaptive Combinatorial Maximization: Beyond Approximate Greedy Policies
Weitzman, S. & Sabato, S., 1 Jan 2024, In: Proceedings of Machine Learning Research. 237, p. 1188-1207 20 p.Research output: Contribution to journal › Conference article › peer-review
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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
1 Scopus citations -
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
1 Scopus citations -
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, M., 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
2 Scopus citations -
Active Feature Selection for the Mutual Information Criterion
Schnapp, S. & Sabato, S., 1 Jan 2021, 35th AAAI Conference on Artificial Intelligence, AAAI 2021. Association for the Advancement of Artificial Intelligence, 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
4 Scopus citations