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Analysing heavy-tail properties of Stochastic Gradient Descent by means of Stochastic Recurrence Equations.

Ewa DamekSebastian Mentemeier
Published in: CoRR (2024)
Keyphrases
  • evolutionary algorithm
  • stochastic gradient descent
  • loss function
  • least squares
  • step size
  • matrix factorization
  • monte carlo
  • machine learning
  • learning algorithm
  • support vector machine