An Improved Analysis of Gradient Tracking for Decentralized Machine Learning

von Koloskova, Anastasiia
Veröffentlicht in NeurIPS (35. : 2021 : Online) 35th Conference on Neural Information Processing Systems (NeurIPS 2021) ; Volume 14 of 36 (2022)

Sharper Convergence Guarantees for Asynchronous SGD for Distributed and Federated Learning

von Koloskova, Anastasiia
Veröffentlicht in NeurIPS (36. : 2022 : New Orleans, La.; Online) 36th Conference on Neural Information Processing Systems (NeurIPS 2022 ; Volume 23 of 50 (2023)

Decentralized Local Stochastic Extra-Gradient for Variational Inequalities

von Beznosikov, Aleksandr
Veröffentlicht in NeurIPS (36. : 2022 : New Orleans, La.; Online) 36th Conference on Neural Information Processing Systems (NeurIPS 2022 ; Volume 49 of 50 (2023)

RelaySum for Decentralized Deep Learning on Heterogeneous Data

von Vogels, Thijs
Veröffentlicht in NeurIPS (35. : 2021 : Online) 35th Conference on Neural Information Processing Systems (NeurIPS 2021) ; Volume 33 of 36 (2022)