She directs the Statistical Lab for Learning Large-Scale and Complex Data. Her interests are in machine learning, high dimensional statistics, ensemble learning, robust statistics and survival analysis. Her application areas are in big data analysis, time-to-event analysis, econometrics and computational biology.