conftrace_

partial participation

9 papers

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PP

Co-occurring keywords · papers mentioning both

federated learning (7) convergence analysis (4) non-iid data (2) communication compression (2) gradient compression (2) variance reduction (2) stochastic gradient (2) error feedback (1) linear speedup (1) local step (1)

Papers

Methods with Local Steps and Random Reshuffling for Generally Smooth Non-Convex Federated Optimization ICLR 2025 Privacy-Preserving Federated Convex Optimization: Balancing Partial-Participation and Efficiency via Noise Cancellation ICML 2025 On the Convergence of Hierarchical Federated Learning with Partial Worker Participation UAI 2024 Stochastic Controlled Averaging for Federated Learning with Communication Compression ICLR 2024 A Computation and Communication Efficient Method for Distributed Nonconvex Problems in the Partial Participation Setting NeurIPS 2023 Analysis of Error Feedback in Federated Non-Convex Optimization with Biased Compression: Fast Convergence and Partial Participation ICML 2023 DELTA: Diverse Client Sampling for Fasting Federated Learning NeurIPS 2023 Towards Understanding Biased Client Selection in Federated Learning AISTATS 2022 Achieving Linear Speedup with Partial Worker Participation in Non-IID Federated Learning ICLR 2021