Explainable AI for Enhanced Financial Risk Assessment in Dynamic Markets
By: Sophie Dubois, Pierre Dupont, Chloe Martin, Antoine Bernard
Published: 2026-01-15
View on arXiv →#cs.AI
Abstract
This paper presents an innovative Explainable AI (XAI) model designed to improve transparency and trustworthiness in financial risk assessment. By providing clear justifications for its predictions, the model helps financial institutions make more informed decisions, comply with regulations, and build client trust, especially in rapidly changing market conditions. Its application can revolutionize financial analytics.