Research
My current research interests roughly lie on the intersection of machine learning, algorithmic design, and AI applications in healthcare. More specifically, I am interested in (1) the design of learning algorithms that are able to construct explanations for their predictions in terms of high-level concepts and (2) the broad applications that said algorithms may have in scenarios where transparency is not an option (such as in healthcare). For some more details on the general direction of my research, please refer to my Gates Cambridge scholar profile.
Below you can find a list of some of my publications, including their respective venues, papers, code, and presentations (when applicable). For a possibly more up-to-date list, however, please take refer to my Google Scholar profile.
