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)

Leveraging Spatial and Temporal Correlations in Sparsified Mean Estimation

von Jhunjhunwala, Divyansh
Veröffentlicht in NeurIPS (35. : 2021 : Online) 35th Conference on Neural Information Processing Systems (NeurIPS 2021) ; Volume 17 of 36 (2022)

TACKLING THE OBJECTIVE INCONSISTENCY PROBLEM IN HETEROGENEOUS FEDERATED OPTIMIZATION

von Wang, Jianyu
Veröffentlicht in NeurIPS (34. : 2020 : Online) 34th Conference on Neural Information Processing Systems (NeurIPS 2020) ; Volume 10 of 27 (2021)

DEEP KERNELS WITH PROBABILISTIC EMBEDDINGS FOR SMALL-DATA LEARNING

von Mallick, Ankur
Veröffentlicht in Conference on Uncertainty in Artificial Intelligence (37. : 2021 : Online) 37th Conference on Uncertainty in Artificial Intelligence (UAI 2021) ; Part 2 of 3 (2022)