Haosheng Zhou
PhD student
Department of Statistics & Applied Probability
University of California, Santa Barbara
Santa Barbara, CA 93106, USA
Email: hzhou593@ucsb.edu
Check my CV here.
Educational Experience:
- Master Degree in Mathematics, Courant Institue of Mathematical Sciences, New York University
- Bachelor Degree in Data Science with a concentration in Internet Finance, School of EECS, Peking University
Teaching Experience:
Research Interests:
- Multi-agent Games on Mathematical Structures (e.g., Graphs)
- Deep Learning and Reinforcement Learning Game-Solving Algorithms
- Optimal Transport and its connection with Generative Models
- Mathematical Applications on Finance, Biology, and Social Science
Publications:
- Finite-Agent Stochastic Differential Games on Large Graphs:
II. Machine Learning Algorithms, joint work with R. Hu, J. Long
In preparation
- Finite-Agent Stochastic Differential Games on Large Graphs:
I. The Linear-Quadratic Case, joint work with R. Hu, J. Long
Submitted to Applied Mathematics & Optimization
- Detecting Boolean Asymmetric Relationships with a Loop
Counting Technique and its Implications for Analyzing
Heterogeneity within Gene Expression Datasets, H. Zhou, W. Lin, S.R. Labra, S.A. Lipton, J.A. Elman, N.J. Schork, A.V. Rangan)
IEEE/ACM Transactions on Computational Biology and Bioinformatics
[bioRxiv]
[Journal]
- Approximation Algorithms and PTAS of the Minimum Dominating Set
and the 3-Path Vertex Cover Problem on Unit Disk Graphs, H. Zhou, J. Tu, Y. Kong
Bachelor Thesis, not to be published
Other Resources: