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A Sufficient Condition for Convergences of Adam and RMSProp.

Fangyu ZouLi ShenZequn JieWeizhong ZhangWei Liu
Published in: CVPR (2019)
Keyphrases
  • sufficient conditions
  • asymptotic stability
  • exponential stability
  • lyapunov function
  • fixed point
  • linear complementarity problem
  • uniform convergence
  • neural network
  • linear systems
  • efficiently computable