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Client Selection in Nonconvex Federated Learning: Improved Convergence Analysis for Optimal Unbiased Sampling Strategy.

Lin WangYongxin GuoTao LinXiaoying Tang
Published in: CoRR (2022)
Keyphrases
  • sampling strategy
  • convergence analysis
  • learning algorithm
  • learning process
  • supervised learning
  • learning tasks
  • active learning
  • dynamic programming
  • worst case
  • input data
  • convex optimization