Disi Ji

disi_homepage

Ph.D. Candidate
Department of Computer Science
University of California, Irvine

4202 Donald Bren Hall
Irvine, CA 92617
disij [at] uci [dot] edu

About

I am a Ph.D. student in the Computer Science Department at the University of California, Irvine. Padhraic Smyth is my advisor. My research interest is in probabilistic machine learning and statistics. In particular, I am interested in understanding uncertainty and robustness of deep learning and probabilistic models, and their applications to medical data. [1, 2] Currently I am working on developing new theories and techniques that bridge statistical ideas with methods from deep learning, such as active Bayesian assessment of black-box classifiers [3] and online probabilistic calibration for deep neural networks.

I've done internships at Google Cambridge and Facebook New York. I graduated from Department of Mathematics at Fudan University (Shanghai, China) in 2015.

Research

Preprints

Publications

Workshop Papers

Medical Abstracts

Academic Service

Teaching