Publications (by topics)

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

Reinforcement Learning, Adaptive Data Analysis, Domain-Adaptation, Causal inference


Diffferential Privacy


Trend filtering and local adaptivity


Subspace clustering, matrix factorization


Scalability and Large-scale optimization (for Deep Learning)


Other applications