PROMISE: Preconditioned Stochastic Optimization Methods by Incorporating Scalable Curvature Estimates

Zachary Frangella, Pratik Rathore, Shipu Zhao +1

This paper introduces PROMISE ($\text{Pr}$econditioned Stochastic $\text{O}$ptimization $\text{M}$ethods by $\text{I}$ncorporating $\text{S}$calable Curvature $\textbf{E}…