Optimization Methods

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Methods:

  • Stochastic gradient descent (SGD) (with and without momentum)
  • L-BGFS
  • Adagrad
  • Adadelta
  • Root Mean Squared (RMSprop)
  • Adam
  • Hessian-free (HF)