Robust Learning of Mixtures of Gaussians

von Kane, Daniel M.
Veröffentlicht in ACM-SIAM Symposium on Discrete Algorithms (32. : 2021 : Online) Thirty-second Annual ACM-SIAM Symposium on Discrete Algorithms (SODA 2021) ; Volume 2 of 4 (2021)

Algorithmic high-dimensional robust statistics

von Diakonikolas, Ilias
Veröffentlicht 2023

THE COMPLEXITY OF ADVERSARIALLY ROBUST PROPER LEARNING OF HALFSPACES WITH AGNOSTIC NOISE

von Diakonikolas, Tlias
Veröffentlicht in NeurIPS (34. : 2020 : Online) 34th Conference on Neural Information Processing Systems (NeurIPS 2020) ; Volume 25 of 27 (2021)

Outlier Robust Mean Estimation with Subgaussian Rates via Stability

von Diakonikolas, Ilias
Veröffentlicht in NeurIPS (34. : 2020 : Online) 34th Conference on Neural Information Processing Systems (NeurIPS 2020) ; Volume 3 of 27 (2021)

Streaming Algorithms for High-Dimensional Robust Statistics

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)