Chenguang Liu

A Continuous-time Stochastic Gradient Descent Method for Continuous Data

2021 · arXiv (Cornell University)

Optimization problems with continuous data appear in, e.g., robust machine learning, functional data analysis, and variational inference. Here, the target function is given as an integral over a family of (continuously) indexed target functions - …