3 papers
cs.LG2026
Privacy-Preserving Credit Risk Prediction with Alternative Data
Hongzhe Zhang, Jiarong Xu, Jing He +1
Credit risk prediction is a critical problem in the consumer credit industry. Traditionally, financial institutions construct credit risk prediction models using borrowers' demogra…
cs.LG2025
Trustworthy Transfer Learning: A Survey
Jun Wu, Jingrui He
Transfer learning aims to transfer knowledge or information from a source domain to a relevant target domain. In this paper, we understand transfer learning from the perspectives o…
cs.LG2025
Invariant Link Selector for Spatial-Temporal Out-of-Distribution Problem
Katherine Tieu, Dongqi Fu, Jun Wu +1
In the era of foundation models, Out-of- Distribution (OOD) problems, i.e., the data discrepancy between the training environments and testing environments, hinder AI generalizatio…