On March 7 and 8, ANITI hosted an Inter 3IA workshop on explainability.
More than 40 people attended the meetings and presentations that you can see or review below.
Joao Marques-Silva : Logic based explanations
Leila Amgoud – Axiomatic Foundations of Explainability
Michèle Sebag et Armand Lacombe
Lucas de Lara From structural to optimal transport counterfactuals
Karima Maklouf, Sami Zhioua, Causality for Fairness and Explainability in ML models
Thibault Laugel, Understanding prediction discrepancies in ML classifiers
Philippe Muller : Explaining semantic representations in natural language processing
English 
French