Publications (by topics)

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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