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Relationship between Batch Size and Number of Steps Needed for Nonconvex Optimization of Stochastic Gradient Descent using Armijo Line Search.

Yuki TsukadaHideaki Iiduka
Published in: CoRR (2023)
Keyphrases
  • line search
  • stochastic gradient descent
  • step size
  • upper bound
  • optimization problems
  • convex optimization
  • matrix factorization