Workshop Programme

Explainable Artificial Intelligence in Finance Workshop

Saturday, November 15th, 2024 (GMT+8)

Registration 13:30-14:00

14:00 - 14:05

Opening Remarks

Ranjan Satapathy

14:05 - 14:55

Contributed Talks: Session 1 (10m presentation and 2m Q&A)

Chair: Song Yuting

Talks:

Minjoo Kim: GroupSHAP-Guided Integration of Financial News Keywords and Technical Indicators for Stock Price Prediction
Fernando Spadea: Explainable Federated Learning for U.S. State-Level Financial Distress Modeling
Zan Li: Explainable Heterogeneous Anomaly Detection in Financial Networks via Adaptive Expert Routing
Joshua Harvey: Interpretable Model-Aware Counterfactual Explanations for Random Forest

14:55 - 15:30

Invited Talk: From Public Opinion to Market Movements: Explainable NLP for Strategic Financial Insights

Speaker: Eric Cambria

Chair: Ranjan Satapathy

Coffee Break 15:30 - 16:00

16:00 - 16:35

Invited Talk: Human-Centric Evaluation for Financial Decision-Making

Speaker: Chung-Chi Chen

Chair: Song Yuting

16:35 - 17:00

Contributed Talks: Session 2 (10m presentation and 2m Q&A)

Chair: Song Yuting

Talks

Helmut Prendinger: Towards Explainable and Reliable AI in Finance
Giovanni Disposto: Did Your Reinforcement Learning Agent Learn to Trade? Now Let's Make Sense of It

17:00 - 17:25

Panel Discussion - How to Achieve Trustworthy Financial Decision-Making?

Panelists: Claudia Biancotti & Zayn Zheng

Moderator: Fabrizio Russo

17:25 - 17:30

Concluding Remarks

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