My research interests include machine learning, high-dimensional and robust statistics, and optimization. Some of the topics that I am interested in are: sparse recovery and compressed sensing, robust matrix completion and PCA, graph clustering and community detection in networks, mixture problems, large-scale learning and optimization, computational and statstistical tradeoffs, and non-convex statistical algorithms.
