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federated optimization

9 papers

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Co-occurring keywords · papers mentioning both

federated learning (6) communication efficiency (2) distributed optimization (2) non-convex optimization (2) federated unlearning (1) client unlearning (1) proximal point method (1) bilevel programming (1) asynchronous stochastic gradient descent (1) graph communication (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 NeurIPS 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 NeurIPS 2021 FedSplit: an algorithmic framework for fast federated optimization NeurIPS 2020 Tackling the Objective Inconsistency Problem in Heterogeneous Federated Optimization NeurIPS 2020