conftrace_

federated optimization

9 papers

Explore in graph

Co-occurring keywords

federated learning (1333) communication efficiency (297) distributed optimization (275) federated unlearning (9) client unlearning (2) bilevel programming (11) asynchronous stochastic gradient descent (13) graph communication (1) anchor graph (27) alternating stochastic gradient (1)

Papers

Scalable Federated One-Step Multi-View Clustering with Tensorized Regularization AAAI 2025
Asynchronous SGD on Graphs: a Unified Framework for Asynchronous Decentralized and Federated Optimization AISTATS 2024
SIFU: Sequential Informed Federated Unlearning for Efficient and Provable Client Unlearning in Federated Optimization AISTATS 2024
Stabilized Proximal-Point Methods for Federated Optimization NIPS 2024
FedNest: Federated Bilevel, Minimax, and Compositional Optimization ICML 2022
Proximal and Federated Random Reshuffling ICML 2022
Federated Hyperparameter Tuning: Challenges, Baselines, and Connections to Weight-Sharing NIPS 2021
FedSplit: an algorithmic framework for fast federated optimization NIPS 2020
Tackling the Objective Inconsistency Problem in Heterogeneous Federated Optimization NIPS 2020