DataFunTalk
Aug 12, 2022 · Artificial Intelligence
Multi‑Task Learning for Sample Selection Bias in Financial Risk Control
This article presents a comprehensive study on addressing sample selection bias in credit risk modeling by applying multi‑task learning techniques, including MoE/MMoE, ESMM, hierarchical attention, and semi‑supervised loss, and demonstrates their effectiveness through two real‑world application cases and experimental results.
Financial AIMoEmulti-task learning
0 likes · 14 min read