Credit Risk Modeling Using Transfer Learning and Domain Adaptation

Credit Risk Modeling Using Transfer Learning and Domain Adaptation

In the domain of credit risk assessment lenders may have limited or no data on the historical lending outcomes of credit applicants. Typically this disproportionately affects Micro, Small, and Medium Enterprises (MSMEs), for which credit may be restricted or too costly, due to the difficulty of pred...

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Bibliographic Details
Main Authors: Hendra Suryanto, Ashesh Mahidadia, Michael Bain, Charles Guan, Ada Guan
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-05-01
Series:Frontiers in Artificial Intelligence
Subjects:
credit risk
transfer learning
domain adaptation
explainable AI
deep learning
Online Access:https://www.frontiersin.org/articles/10.3389/frai.2022.868232/full

Internet

https://www.frontiersin.org/articles/10.3389/frai.2022.868232/full

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