Haoyang Cao

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 15

Top Topics

Mathematical Framework

Transfer Learning

Preference Elicitation

Top Venues

J. Appl. Probab.

Math. Oper. Res.

SIAM J. Appl. Math.

Publications

Haoyang Cao, Xin Guo
Stochastic differential equation approximations of generative adversarial network training and its long-run behavior. J. Appl. Probab. 61 (2) (2024)
Haoyang Cao, Xin Guo, Mathieu Laurière
Connecting GANs, Mean-Field Games, and Optimal Transport. SIAM J. Appl. Math. 84 (4) (2024)
Haoyang Cao, Zhengqi Wu, Renyuan Xu
Inference of Utilities and Time Preference in Sequential Decision-Making. CoRR (2024)
Haoyang Cao, Haotian Gu, Xin Guo
Feasibility of Transfer Learning: A Mathematical Framework. CoRR (2023)
Haoyang Cao, Haotian Gu, Xin Guo, Mathieu Rosenbaum
Transfer Learning for Portfolio Optimization. CoRR (2023)
Haoyang Cao, Haotian Gu, Xin Guo, Mathieu Rosenbaum
Risk of Transfer Learning and its Applications in Finance. CoRR (2023)
Haoyang Cao, Haotian Gu, Xin Guo, Mathieu Rosenbaum
Feasibility and Transferability of Transfer Learning: A Mathematical Framework. CoRR (2023)
Haoyang Cao, Xin Guo, Guan Wang
Meta-learning with GANs for anomaly detection, with deployment in high-speed rail inspection system. CoRR (2022)
Matteo Basei, Haoyang Cao, Xin Guo
Nonzero-Sum Stochastic Games and Mean-Field Games with Impulse Controls. Math. Oper. Res. 47 (1) (2022)
Qinkai Chen, Mohamed El-Mennaoui, Antoine Fosset, Amine Rebei, Haoyang Cao, Philine Bouscasse, Christy Eóin O'Beirne, Sasha Shevchenko, Mathieu Rosenbaum
Towards mapping the contemporary art world with ArtLM: an art-specific NLP model. CoRR (2022)
Haoyang Cao, Samuel N. Cohen, Lukasz Szpruch
Identifiability in inverse reinforcement learning. CoRR (2021)
Haoyang Cao, Samuel N. Cohen, Lukasz Szpruch
Identifiability in inverse reinforcement learning. NeurIPS (2021)
Haoyang Cao, Xin Guo
Generative Adversarial Network: Some Analytical Perspectives. CoRR (2021)
Haoyang Cao, Xin Guo, Mathieu Laurière
Connecting GANs and MFGs. CoRR (2020)
Haoyang Cao, Xin Guo
Approximation and convergence of GANs training: an SDE approach. CoRR (2020)