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)

Outlier-Robust Sparse Mean Estimation for Heavy-Tailed Distributions

von Diakonikolas, Ilias
Veröffentlicht in NeurIPS (36. : 2022 : New Orleans, La.; Online) 36th Conference on Neural Information Processing Systems (NeurIPS 2022 ; Volume 7 of 50 (2023)

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)

OPTIMAL LOTTERY TICKETS VIA SUBSET SUM: LOGARITHMIC OVERPARAMETERIZATION IS SUFFICIENT

von Pensia, Ankit
Veröffentlicht in NeurIPS (34. : 2020 : Online) 34th Conference on Neural Information Processing Systems (NeurIPS 2020) ; Volume 4 of 27 (2021)

Statistical Query Lower Bounds for List-Decodable Linear Regression

von Diakonikolas, Ilias
Veröffentlicht in NeurIPS (35. : 2021 : Online) 35th Conference on Neural Information Processing Systems (NeurIPS 2021) ; Volume 4 of 36 (2022)

List-Decodable Sparse Mean Estimation via Difference-of-Pairs Filtering

von Diakonikolas, Ilias
Veröffentlicht in NeurIPS (36. : 2022 : New Orleans, La.; Online) 36th Conference on Neural Information Processing Systems (NeurIPS 2022 ; Volume 19 of 50 (2023)