Changxiao Cai’s research interests lie broadly in the intersection of statistics, optimization, and machine learning. He is interested in developing provably scalable methods for information extraction from high-dimensional data, with an aim to achieve the optimal interplay between statistical accuracy and computational efficiency.
Changxiao Cai
Assistant Professor, Industrial and Operations Engineering, College of Engineering
machine learning, Mathematical Data Science, optimization, statistics
COntact
WebsiteLocation
Ann Arbor
Methodologies
Information Theory / Machine Learning / Mathematical and Statistical Modeling / Optimization / Statistics
Applications