DISTRIBUTED ESTIMATION OF THE INVERSE HESSIAN BY DETERMINANTAL AVERAGING

von Derezinski, Michal
Veröffentlicht in NeurIPS (33. : 2019 : Vancouver, British Columbia) 32nd Conference on Neural Information Processing Systems (NeurIPS 2019) ; Volume 15 of 20 (2020)

EXACT SAMPLING OF DETERMINANTAL POINT PROCESSES WITH SUBLINEAR TIME PREPROCESSING

von Derezinski, Michal
Veröffentlicht in NeurIPS (33. : 2019 : Vancouver, British Columbia) 32nd Conference on Neural Information Processing Systems (NeurIPS 2019) ; Volume 15 of 20 (2020)

Sampling from a k-DPP without looking at all items

von Calandriello, Daniele
Veröffentlicht in NeurIPS (34. : 2020 : Online) 34th Conference on Neural Information Processing Systems (NeurIPS 2020) ; Volume 9 of 27 (2021)

IMPROVED GUARANTEES AND A MULTIPLE-DESCENT CURVE FOR COLUMN SUBSET SELECTION AND THE NYSTROMMETHOD

von Derezinski, Michal
Veröffentlicht in NeurIPS (34. : 2020 : Online) 34th Conference on Neural Information Processing Systems (NeurIPS 2020) ; Volume 7 of 27 (2021)

EXACT EXPRESSIONS FOR DOUBLE DESCENT AND IMPLICIT REGULARIZATION VIA SURROGATE RANDOM DESIGN

von Derezinski, Michal
Veröffentlicht in NeurIPS (34. : 2020 : Online) 34th Conference on Neural Information Processing Systems (NeurIPS 2020) ; Volume 7 of 27 (2021)

Debiasing Distributed Second Order Optimization with Surrogate Sketching and Scaled Regularization

von Derezinski, Michal
Veröffentlicht in NeurIPS (34. : 2020 : Online) 34th Conference on Neural Information Processing Systems (NeurIPS 2020) ; Volume 9 of 27 (2021)

Newton-LESS: Sparsification without Trade-offs for the Sketched Newton Update

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

PRECISE EXPRESSIONS FOR RANDOM PROJECTIONS: LOW-RANK APPROXIMATION AND RANDOMIZED NEWTON

von Derezinski, Michal
Veröffentlicht in NeurIPS (34. : 2020 : Online) 34th Conference on Neural Information Processing Systems (NeurIPS 2020) ; Volume 22 of 27 (2021)

LOCALNEWTON: REDUCING COMMUNICATION ROUNDS FOR DISTRIBUTED LEARNING

von Gupta, Vipul
Veröffentlicht in Conference on Uncertainty in Artificial Intelligence (37. : 2021 : Online) 37th Conference on Uncertainty in Artificial Intelligence (UAI 2021) ; Part 1 of 3 (2022)