Stochastic Adaptive Quasi-Newton Methods for Minimizing Expected Values

no code implementations • ICML 2017 • Chaoxu Zhou, Wenbo Gao, Donald Goldfarb

We propose a novel class of stochastic, adaptive methods for minimizing self-concordant functions which can be expressed as an expected value.