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A simplified convergence theory for Byzantine resilient stochastic gradient descent.

Lindon RobertsEdward Smyth
Published in: EURO J. Comput. Optim. (2022)
Keyphrases
  • stochastic gradient descent
  • step size
  • loss function
  • random forests
  • least squares
  • convergence rate
  • matrix factorization
  • learning algorithm
  • feature selection
  • cost function
  • regularization parameter
  • weight vector