I am a second-year PhD student at the University of Florida in the Department of Electrical and Computer Engineering, and I am honored to work with Dr. Bu as my advisor. He is very talented and has been a great source of inspiration for me. Prior to this, I earned my B.S. degree from Shandong University in 2019.

My research focuses on the intersection of machine learning and information theory. I am particularly interested in exploring how information-theoretic principles can be connected to the generalization and fairness of various neural network models.

📝 Publications

An Algorithm for Computing the Capacity of Symmetrized KL Information for Discrete Channels Haobo Chen, Gholamali Aminian, Yuheng Bu, Preprint

Gibbs-Based Information Criteria and the Over-Parameterized Regime Haobo Chen, G. W. Wornell, Yuheng Bu, International Conference on Artificial Intelligence and Statistics (AISTATS) (acceptance rate: 28%)

🎖 Honors and Awards

• 2018.08, First Prize (15/600), 13th National College Students “Enzhipu Cup” Intelligent Car Competition

📖 Educations

• 2021.06 -(now), University of Flroida, Florida
• 2015.09 - 2019.06, Shandong University, Shandong