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Generalization bounds of ERM algorithm with V-geometrically Ergodic Markov chains.

Bin ZouZongben XuXiangyu Chang
Published in: Adv. Comput. Math. (2012)
Keyphrases
  • markov chain
  • learning algorithm
  • optimal solution
  • markov process
  • objective function
  • search space
  • worst case
  • machine learning
  • similarity measure
  • dynamic programming
  • transition probabilities
  • stationary distribution