Dongchu Xu

Accelerated Stochastic Optimization Methods under Quasar-convexity

Non-convex optimization plays a key role in a growing number of machine learning applications. This motivates the identification of specialized structure that enables sharper theoretical analysis. One such identified structure is quasar-convexity, a non-convex generalization of convexity that subsum…