ON CONVERGENCE-DIAGNOSTIC BASED STEP SIZES FOR STOCHASTIC GRADIENT DESCENT

von Pesme, Scott
Veröffentlicht in International Conference on Machine Learning (37. : 2020 : Online) 37th International Conference on Machine Learning (ICML 2020) ; Part 10 of 15 (2021)

Preserved central model for faster bidirectional compression in distributed settings

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

COMMUNICATION TRADE-OFFS FOR LOCAL-SGD WITH LARGE STEP SIZE

von Dieuleveut, Aymeric
Veröffentlicht in NeurIPS (33. : 2019 : Vancouver, British Columbia) 32nd Conference on Neural Information Processing Systems (NeurIPS 2019) ; Volume 18 of 20 (2020)

Federated-EM with heterogeneity mitigation and variance reduction

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

UNSUPERVISED SCALABLE REPRESENTATION LEARNING FOR MULTIVARIATE TIME SERIES

von Franceschi, Jean-Yves
Veröffentlicht in NeurIPS (33. : 2019 : Vancouver, British Columbia) 32nd Conference on Neural Information Processing Systems (NeurIPS 2019) ; Volume 6 of 20 (2020)

Debiasing Averaged Stochastic Gradient Descent to handle missing values

von Sportisse, Aude
Veröffentlicht in NeurIPS (34. : 2020 : Online) 34th Conference on Neural Information Processing Systems (NeurIPS 2020) ; Volume 16 of 27 (2021)

Adaptive Conformal Predictions for Time Series

von Zaffran, Margaux
Veröffentlicht in International Conference on Machine Learning (39. : 2022 : Baltimore, Md.; Online) International Conference on Machine Learning (ICML 2022) ; Part 31 of 33 (2023)

FLamby: Datasets and Benchmarks for Cross-Silo Federated Learning in Realistic Healthcare Settings

von Ogier du Terrail, Jean
Veröffentlicht in NeurIPS (36. : 2022 : New Orleans, La.; Online) 36th Conference on Neural Information Processing Systems (NeurIPS 2022 ; Volume 8 of 50 (2023)