Minibatch and Momentum Model-based Methods for Stochastic Weakly Convex Optimization

Qi Deng, Wenzhi Gao

Stochastic model-based methods have received increasing attention lately due to their appealing robustness to the stepsize selection and provable efficiency guarantee. We make two…