Schedule
Participation in the workshop requires a registration for the ICML 2023 conference through icml.cc. To attend the workshop, please visit the official website. The schedule is as follows (all times in HST):
09:00 - 09:10
Welcome and introduction
09:10 - 09:30
Invited Talk
Mihaela van der Schaar
Mihaela van der Schaar
Causal Deep Learning
09:30 - 09:50
Invited Talk
Jonathan Richens
Jonathan Richens
Counterfactual reasoning is necessary for avoiding harm
09:30 - 09:50
Contributed Talk
Patrick Chao
Patrick Chao
Interventional and Counterfactual Inference with Diffusion Models
Coffee Break
10:30 - 10:50
Invited Talk
Himabindu Lakkaraju
Himabindu Lakkaraju
Regulating Explainable AI: Technical Challenges and Opportunities
10:50 - 11:40
Panel
Discussion with the speakers
Discussion with the speakers
11:40 - 11:50
Contributed Talk
Karel D'Oosterlinck
Karel D'Oosterlinck
Causal Proxy Models for Concept-Based Model Explanations
11:50 - 12:00
Contributed Talk
Eoin Delaney
Eoin Delaney
Counterfactual Explanations for Misclassified Images: How Human and Machine Explanations Differ
Lunch Break
14:00 - 14:20
Invited Talk
Suchi Saria
Suchi Saria
Canceled
14:20 - 14:40
Invited Talk
Alison Gopnik
Alison Gopnik
Counterfactuals, play and causal inference in young children and machines
14:40 - 14:50
Contributed Talk
Guang-Yuan Hao
Guang-Yuan Hao
Natural Counterfactuals With Necessary Backtracking
14:50 - 15:00
Contributed Talk
Yo Joong Choe
Yo Joong Choe
Counterfactually Comparing Abstaining Classifiers
Coffee Break
16:10 - 16:30
Invited Talk
Thomas Icard
Thomas Icard
What's so special about counterfactuals?
16:30 - 16:50
Invited Talk
Ruth Byrne
Ruth Byrne
How People Reason about Counterfactual Explanations for Decisions by Artificial Intelligence Systems
16:50 - 17:00