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Tight Finite Time Bounds of Two-Time-Scale Linear Stochastic Approximation with Markovian Noise.

Shaan Ul HaqueSajad KhodadadianSiva Theja Maguluri
Published in: CoRR (2024)
Keyphrases
  • stochastic approximation
  • upper bound
  • lower bound
  • worst case
  • monte carlo
  • generalization error bounds
  • neural network
  • scale space
  • theoretical guarantees