2 papers
cs.LG2025
Integrating Feature Attention and Temporal Modeling for Collaborative Financial Risk Assessment
Yue Yao, Zhen Xu, Youzhu Liu +3
This paper addresses the challenges of data privacy and collaborative modeling in cross-institution financial risk analysis. It proposes a risk assessment framework based on federa…
q-fin.CP2024
Leveraging Generative Adversarial Networks for Addressing Data Imbalance in Financial Market Supervision
Mohan Jiang, Yaxin Liang, Siyuan Han +3
This study explores the application of generative adversarial networks in financial market supervision, especially for solving the problem of data imbalance to improve the accuracy…