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

Zaiwei ChenShancong MouSiva Theja Maguluri
Published in: Proc. ACM Meas. Anal. Comput. Syst. (2022)
Keyphrases
  • step size
  • learning algorithm
  • convergence rate
  • computational complexity
  • worst case
  • quasi newton
  • multiple objectives
  • approximate dynamic programming