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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)Learning Halfspaces with Massart Noise Under Structured Distributions., , , and . COLT, volume 125 of Proceedings of Machine Learning Research, page 1486-1513. PMLR, (2020)Algorithms and SQ Lower Bounds for PAC Learning One-Hidden-Layer ReLU Networks., , , and . COLT, volume 125 of Proceedings of Machine Learning Research, page 1514-1539. PMLR, (2020)Weighted Distillation with Unlabeled Examples., , , , , and . NeurIPS, (2022)Learning general Gaussian mixtures with efficient score matching., , and . CoRR, (2024)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)