Explainable Artificial Intelligence in Finance Workshop
Registration 7:30-8:00
8:00 – 8:05
Andreas Joseph
8:05 – 8:45
Speaker: Solon Barocas
Chair: Andreas Joseph
8:45 – 9:45
Chair: Saumitra Misha
Talks:
Sivapriya Vellaichamy, Shubham Sharma, Emanuele Albini, Ivan Brugere and Ade Onigbanjo, Context-aware SHAP for responsible feature selection
Christopher Lam, Debiasing Alternative Data for Credit Underwriting Using Causal Inference
Yuxin Liu, Jimin Lin and Achintya Gopal, NeuralBeta: Estimating Beta using Deep Learning
Veronica Moreno, Is XAI the Right Explanation? Concerns on using XAI for legally required explanations on opaque algorithmic decision-making
Coffee Break 9:45 – 10:00
10:00 - 10:30
Chair: Fabrizio Russo
Talks
Boris Wolfson and Erman Acar, Differentiable Inductive Logic Programming for Fraud Detection
Wout Gerdes and Erman Acar, Integrating Fuzzy Logic into Deep Symbolic Regression
10:30 – 11:05
Panelists: Mark Walsh & Tiejun Ma
Moderator: Francesca Toni
11:05 – 11:45
Speaker: Sanmi Koyejo
Chair: Francesca Toni
Francesca Toni