Bayesian Robust Financial Trading with Adversarial Synthetic Market Data

By Haochong Xia, Simin Li, Ruixiao Xu, Zhixia Zhang, Hongxiang Wang, Zhiqian Liu, Teng Yao Long, Molei Qin, Chuqiao Zong, Bo An

Published 2026-01-14

Everscope rating

1329.8

Relevance to quantitative trading

10 / 10

Implementation complexity

9 / 10

Reproducibility

4 / 5

About this paper

Methodology: Bayesian Robust Framework with Adversarial Synthetic Market Data. Problem types: Reinforcement Learning, Generative Modeling, Risk Management, Algorithmic Execution, Portfolio Optimization, Density Estimation, Optimization.

arXiv:2601.17008 · Code · Paper rankings

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