top of page
Rechercher
  • Photo du rédacteurHélène Dufour

A Time Series Approach to Explainability for Neural Nets with Applications to Risk-Management

"We here propose a novel XAI [eXplainable AI] technique for deep learning methods (DL) which preserves and exploits the natural time ordering of the data. Simple applications to financial data illustrate the potential of the new approach in the context of risk-management and fraud-detection."


3 vues0 commentaire

Posts récents

Voir tout

Comments on the Final Trilogue Version of the AI Act

“This paper provides a comprehensive analysis of the recent EU AI Act, the regulatory framework surrounding Artificial Intelligence (AI), focusing on foundation models, open-source exemptions, remote

bottom of page