Mathematics
Project
Machine Learning Theory
Our work in machine learning theory ranges from modeling to mathematical analysis of algorithms to experimental probing. The diverse set of topics include clustering, optimization, unsupervised learning, algebraic methods, fairness, causality, and deep learning.
Group
MSR Asia Theory Center
The mission of this center is to promote in-depth integration of theoretical research, big data, and artificial intelligence technology by building international academic exchange and cooperation hubs. While driving progress of theoretical research, the center…
Publication
A Survey on Embedding Dynamic Graphs
Video
Lightning talks: Augmented Mathematical Intelligence
Augmented Mathematical Intelligence (AMI) refers to the ability to solve formally specified problems as reliably as humans can over all classes of such problems that are of interest to our civilization. This includes not only…
