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Learning Halfspaces with Massart Noise Under Structured Distributions.

, , , and . COLT, volume 125 of Proceedings of Machine Learning Research, page 1486-1513. PMLR, (2020)

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SLaM: Student-Label Mixing for Semi-Supervised Knowledge Distillation., , , , , and . CoRR, (2023)Self-Directed Linear Classification., , , and . COLT, volume 195 of Proceedings of Machine Learning Research, page 2919-2947. PMLR, (2023)Optimizing Solution-Samplers for Combinatorial Problems: The Landscape of Policy-Gradient Methods., , , , and . CoRR, (2023)Agnostic Proper Learning of Halfspaces under Gaussian Marginals., , , , and . COLT, volume 134 of Proceedings of Machine Learning Research, page 1522-1551. PMLR, (2021)Learning Online Algorithms with Distributional Advice., , , , and . ICML, volume 139 of Proceedings of Machine Learning Research, page 2687-2696. PMLR, (2021)Learning General Halfspaces with Adversarial Label Noise via Online Gradient Descent., , , and . ICML, volume 162 of Proceedings of Machine Learning Research, page 5118-5141. PMLR, (2022)Opinion Dynamics with Limited Information., , , and . WINE, volume 11316 of Lecture Notes in Computer Science, page 282-296. Springer, (2018)Convergence and Sample Complexity of SGD in GANs., , and . CoRR, (2020)Efficient Algorithms for Learning from Coarse Labels., , , and . COLT, volume 134 of Proceedings of Machine Learning Research, page 2060-2079. PMLR, (2021)Efficient Discrepancy Testing for Learning with Distribution Shift., , , , and . CoRR, (2024)