Login / Signup

Decentralized Stochastic Optimization and Machine Learning: A Unified Variance-Reduction Framework for Robust Performance and Fast Convergence.

Ran XinSoummya KarUsman A. Khan
Published in: IEEE Signal Process. Mag. (2020)
Keyphrases
  • stochastic optimization
  • machine learning
  • variance reduction
  • robust optimization
  • feature selection
  • evolutionary algorithm
  • sample size
  • least squares
  • gradient estimation
  • bias variance decomposition