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Using Stochastic Gradient Descent to Smooth Nonconvex Functions: Analysis of Implicit Graduated Optimization with Optimal Noise Scheduling.

Naoki SatoHideaki Iiduka
Published in: CoRR (2023)
Keyphrases
  • stochastic gradient descent
  • stochastic gradient
  • early stopping
  • global optimization
  • machine learning
  • loss function
  • step size
  • pairwise
  • support vector machine