Mingyuan Zhang

Mingyuan Zhang

Preferred name: William

Short bio:I am a PhD candidate of Computer and Information Science at University of Pennsylvania, working with Associate Professor Shivani Agarwal.

Research interests: Machine learning and statistical learning theory, multiclass and multi-label classification, learning from noisy labels, non-decomposable performance measures, and applications of machine learning.

About Me

I am a PhD candidate working in Machine Learning with Associate Professor Shivani Agarwal in the Department of Computer and Information Science at University of Pennsylvania. Before joining Penn, I received B.S. degree at University of Michigan in 2018 with four majors: (Honors) Mathematics, (Honors) Statistics, Computer Science and Data Science.

Research Interests and Methodologies

Interests: Machine learning and statistical learning theory, multiclass and multi-label classification, learning from noisy labels, non-decomposable performance measures. I enjoy developing both theory and algorithms to solve problems of practical import.
Methodologies: Probability, Statistics, Machine Learning, Optimization.