She received her PhD from the University of Wisconsin at Madison, and joined Ohio State in 2002. Her research areas are statistical learning and multivariate analysis with a focus on classification, ranking, dimensionality reduction, and kernel methods. She is generally interested in problems at the intersection of statistics and machine learning. She is an elected Fellow of the American Statistical Association.