STAT 6020
Optimization and Monte Carlo Methods in Statistics and Machine Learning
Course Description
This course is designed to give a graduate-level student (and senior undergrads) a thorough grounding in properties about optimization and integrating problems in statistics and machine learning, and a broad comprehension of algorithms tailored to exploit such properties and some additional computational interference strategies.