collaborators

1 paper

stat.ML2026

FedIncome: Federated Learning for Income Estimation in Digital Lending Under Data Sovereignty Constraints

Sultan Amed, Tanmay Sen, Sayantan Banerjee

Verified income is often unavailable in digital loan applications, forcing lenders to rely on reported income and potentially leading to over-lending, overly conservative offers, o…