I am Professor of Mathematics at the University of California, Irvine working in high-dimensional probability and mathematical data science. I study probabilistic structures that appear across mathematics and various branches of data science, especially in random matrix theory, geometric functional analysis, convex and discrete geometry, high-dimensional statistics, information theory, learning theory, signal processing, numerical analysis, network science, and computational biology. Here you can find my research snapshots and learn more about my research and activities.
Almost there My textbook in high-dimensional probability with applications in data science is now in production with Cambridge University Press. It can be pre-ordered on Amazon. A much shorter version will be published by the American Mathematical Society.
Up and running The first issue of Mathematical Statistics and Learning is out! We publish papers of highest quality in all aspects of mathematical statistics and learning, including those studied in traditional areas of statistics and in machine learning as well as in theoretical computer science and signal processing. Please send us excellent papers and enjoy reading!E-mail me