conftrace_

partial participation

4 papers

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Also known as

PP

Co-occurring keywords

federated learning (1333) variance reduction (523) convergence analysis (395) error feedback (22) compressed communication (6) client selection (23) communication compression (55) client sampling (17) data heterogeneity (115) gradient compression (78)

Papers

Analysis of Error Feedback in Federated Non-Convex Optimization with Biased Compression: Fast Convergence and Partial Participation ICML 2023
A Computation and Communication Efficient Method for Distributed Nonconvex Problems in the Partial Participation Setting NIPS 2023
DELTA: Diverse Client Sampling for Fasting Federated Learning NIPS 2023
Towards Understanding Biased Client Selection in Federated Learning AISTATS 2022