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Stationary Behavior of Constant Stepsize SGD Type Algorithms: An Asymptotic Characterization.

Zaiwei ChenShancong MouSiva Theja Maguluri
Published in: SIGMETRICS (Abstracts) (2022)
Keyphrases
  • cost function
  • step size
  • worst case
  • learning algorithm
  • convergence rate
  • neural network
  • genetic algorithm
  • feature vectors
  • evolutionary algorithm
  • temporal difference
  • quasi newton