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Algorithmic Stability of Heavy-Tailed Stochastic Gradient Descent on Least Squares.

Anant RajMelih BarsbeyMert GürbüzbalabanLingjiong ZhuUmut Simsekli
Published in: CoRR (2022)
Keyphrases
  • heavy tailed
  • least squares
  • generalized gaussian
  • parameter estimation
  • optical flow
  • markov random field
  • loss function
  • lower bound