Explainable Artificial Intelligence in Finance Workshop
Registration 13:30-14:00
14:00 - 14:05
Francesca Toni
14:05 - 14:55
Chair: Francesca Toni
Talks:
Giovanni Disposto, Paolo Bonetti, Marcello Restelli, Did Your Reinforcement Learning Agent Learn to Trade? Now Let's Make Sense of It
Zan Li, Rui Fan, Explainable Heterogeneous Anomaly Detection in Financial Networks via Adaptive Expert Routing
Lorenzo Carta, Fernando Spadea, Oshani Seneviratne, Explainable Federated Learning for U.S. State-Level Financial Distress Modeling
Joshua S. Harvey, Guanchao Feng, Sai Anusha Meesala, Tina Zhao, Dhagash Mehta, Interpretable Model-Aware Counterfactual Explanations for Random Forest
14:55 - 15:30
Speaker: Eric Cambria
Chair: Ranjan Satapathy
Coffee Break 15:30 - 16:00
16:00 - 16:35
Speaker: Chung-Chi Chen
Chair: Song Yuting
16:35 - 17:00
Chair: Song Yuting
Talks
Albi Isufaj, Pablo Molla, Helmut Prendinger, Towards Explainable and Reliable AI in Finance
Minjoo Kim, Jinwoong Kim, Sangjin Park, GroupSHAP-Guided Integration of Financial News Keywords and Technical Indicators for Stock Price Prediction
17:00 - 17:25
Panelists: Claudia Biancotti & Zayn Zheng
Moderator: Fabrizio Russo
17:25 - 17:30