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Function Value Learning: Adaptive Learning Rates Based on the Polyak Stepsize and Function Splitting in ERM.

Guillaume GarrigosRobert M. GowerFabian Schaipp
Published in: CoRR (2023)
Keyphrases
  • learning rate
  • learning algorithm
  • objective function
  • neural network
  • evolutionary algorithm
  • active learning
  • convergence rate
  • step size
  • error function
  • multi objective
  • cost function
  • worst case
  • back propagation