Nonconvex Optimization

Abstract

In this brief report, we review nonconvex optimization in statistics, including the introduction of basic concepts and methods, major uses and trends in statistics, important methodological and theoretical developments, and several interesting applications. This is an important and active area of research with numerous open research questions.