Publications (by topics)

Click Here to view in chronological order.
Click on one of the topics to jump right to it: [Reinforcement Learning, Differential Privacy,Adaptive Online Learning, Trend Filtering,Scalable Machine Learning, Subspace Clustering / Compressed Sensing, Applications]

Reinforcement Learning and other Decision making problems

Differential Privacy

Nonstationary and Adaptive Online Learning

Trend filtering and Local adaptivity

Subspace clustering, matrix factorization

Scalability and Large-scale optimization (for Deep Learning)

Other applications