Stochastic Cubic Regularization for Fast Nonconvex Optimization

Nilesh Tripuraneni, Mitchell Stern, Chi Jin, Jeffrey Regier, Michael I. Jordan

Neural Information Processing Systems 

This paper proposes a stochastic variant of a classic algorithm--the cubicregularized Newton method [Nesterov and Polyak, 2006].

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