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.
COntact
Location
Ann Arbor
Methodologies
Information Theory / Machine Learning / Mathematical and Statistical Modeling / Optimization / Statistics
Applications