Mapping Energy Landscapes of Non-Convex Learning Problems

Maria Pavlovskaia, Kewei Tu, Song-Chun Zhu

In many statistical learning problems, the target functions to be optimized are highly non-convex in various model spaces and thus are difficult to analyze. In this paper, we compu…