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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.

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