Research

My main area of research is in statistical machine learning.

My recent focus is on next-generation machine learning systems, that simultaneously satisfy a broad range of "graceful AI" desiderata (explainable, robust to train-time & test-time corruptions, resilient to distribution shifts), in large part by leveraging and discovering "structure" and domain knowledge.

For more details please see the list of my publications.
 
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