The Machine Learning Area at Microsoft Research Asia pushes the frontier of machine learning from the perspectives of theory, algorithms, and applications. Our research interests cover deep learning, reinforcement learning, graph learning, Boosting trees, online learning, pretraining, dynamics learning, and learning theory.