NEAR-OPTIMAL SQ LOWER BOUNDS FOR AGNOSTICALLY LEARNING HALFSPACES AND RELUS UNDER GAUSSIAN MARGINALS

von Diakonikolas, Hias
Veröffentlicht in NeurIPS (34. : 2020 : Online) 34th Conference on Neural Information Processing Systems (NeurIPS 2020) ; Volume 17 of 27 (2021)

Learning General Halfspaces with Adversarial Label Noise Via Online Gradient Descent

von Diakonikolas, Ilias
Veröffentlicht in International Conference on Machine Learning (39. : 2022 : Baltimore, Md.; Online) International Conference on Machine Learning (ICML 2022) ; Part 7 of 33 (2023)

NON-CONVEX SGD LEARNS HALFSPACES WITH ADVERSARIAL LABEL NOISE

von Diakonikolas, Ilias
Veröffentlicht in NeurIPS (34. : 2020 : Online) 34th Conference on Neural Information Processing Systems (NeurIPS 2020) ; Volume 23 of 27 (2021)

LEARNING ONLINE ALGORITHMS WITH DISTRIBUTIONAL ADVICE

von DIAKONIKOLAS, ILIAS
Veröffentlicht in International Conference on Machine Learning (38. : 2021 : Online) International Conference on Machine Learning (ICML 2021 ; Part 4 of 16 (2022)