My Chinese name: 张明远.
I am a PhD student 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. I enjoy developing both theory and algorithms to solve problems of practical import.
Methodologies: Probability, Statistics, Machine Learning, Optimization.
- Our paper Foreseeing the Benefits of Incidental Supervision has been accepted to EMNLP 2021!
- Our paper Learning from Noisy Labels with No Change to the Training Process [link] has been accepted to ICML 2021!