Exploring Stochastic Second Order Optimization Methods Ii

Exploring Stochastic Second Order Optimization Methods Ii reveals several interesting facts.

  • We consider black-box
  • Gradient Descent and its variants are very useful, but there exists an entire other
  • We take a look at Newton's
  • Given their success in other domains,
  • Guest talk by Peter Richtarik on the seminar series held by MTL MLOpt. https://mtl-mlopt.github.io The talk contains material from ...

In-Depth Information on Stochastic Second Order Optimization Methods Ii

Fred Roosta, University of Queensland https://simons.berkeley.edu/talks/ Fred Roosta, University of Queensland https://simons.berkeley.edu/talks/clone-sketching-linear-algebra-i-basics-dim-reduction-0 ... Stochastic Katya Scheinberg, Lehigh University https://simons.berkeley.edu/talks/katya-scheinberg-10-03-17 Fast Iterative

Short presentation of our paper appearing at AISTATS 2020. Paper: https://arxiv.org/abs/1910.04920 Code: ...

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