Federated Minimax Optimization: Improved Convergence Analyses and Algorithms

von Sharma, Pranay
Veröffentlicht in International Conference on Machine Learning (39. : 2022 : Baltimore, Md.; Online) International Conference on Machine Learning (ICML 2022) ; Part 24 of 33 (2023)

Deep Learning in Resource and Data Constrained Edge Computing Systems

von Sharma, Pranay
Veröffentlicht in International Conference ML4CPS (5. : 2020 : Berlin) Machine Learning for Cyber Physical Systems (2021)

STEM: A Stochastic Two-Sided Momentum Algorithm Achieving Near-Optimal Sample and Communication Complexities for Federated Learning

von Khanduri, Prashant
Veröffentlicht in NeurIPS (35. : 2021 : Online) 35th Conference on Neural Information Processing Systems (NeurIPS 2021) ; Volume 8 of 36 (2022)