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HogWild++: A New Mechanism for Decentralized Asynchronous Stochastic Gradient Descent.

Huan ZhangCho-Jui HsiehVenkatesh Akella
Published in: ICDM (2016)
Keyphrases
  • stochastic gradient descent
  • least squares
  • step size
  • loss function
  • matrix factorization
  • random forests
  • multiple kernel learning
  • similarity measure
  • small number
  • weight vector