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)

MINIBATCH VS LOCAL SGD FOR HETEROGENEOUS DISTRIBUTED LEARNING

von Woodworth, Blake E.
Veröffentlicht in NeurIPS (34. : 2020 : Online) 34th Conference on Neural Information Processing Systems (NeurIPS 2020) ; Volume 8 of 27 (2021)

Towards Optimal Communication Complexity in Distributed Non-Convex Optimization

von Patel, Kumar Kshitij
Veröffentlicht in NeurIPS (36. : 2022 : New Orleans, La.; Online) 36th Conference on Neural Information Processing Systems (NeurIPS 2022 ; Volume 18 of 50 (2023)