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Enhancing Stochastic Gradient Descent: A Unified Framework and Novel Acceleration Methods for Faster Convergence.

Yichuan DengZhao SongChiwun Yang
Published in: CoRR (2024)
Keyphrases
  • faster convergence
  • stochastic gradient descent
  • step size
  • objective function
  • loss function
  • decision trees
  • pairwise
  • support vector machine
  • least squares
  • benchmark datasets
  • kernel methods
  • matrix factorization