My main area of research is in statistical machine learning. The core problem here is to infer conclusions from observations or data. The caveat is to do so reliably with limited computation and limited data. Of particular interest are modern settings where the dimensionality of data is high, and simultaneously achieving these twin objectives is difficult.

For more details please see the list of my publications.