1st Nice Workshop on Interpretability
17-18 November 2022 - Nice
The 1st Nice Workshop on Interpretability, organised by AI4Media’s partner Université Cote d’Azur, will take place on November 17-18, 2022 in beautiful Nice, France.
The workshop aims to create links between researchers working on interpretability of machine learning models, in a broad sense. With the objective of animating fruitful discussions and facilitating valuable knowledge sharing, the workshop counts on a pool of re-known speakers in the field.
These are some of the topics that will be addressed during the workshop that may trigger your interest. More information and updates on the program will be available on the event’s website (HERE).
- Logic-Based Explainability in Machine Learning
- Consistent Sufficient Explanations and Minimal Local Rules for explaining regression and classification models
- On the Trade-off between Actionable Explanations and the Right to be Forgotten
- Explainability of a Model under stress
- Learning interpretable scoring rules
- Attribution-based Explanations that Provide Recourse Cannot be Robust
Participation is free but registration is mandatory. If you wish to attend, please send an email to the organisers: Damien Garreau (damien.garreau[at]univ-cotedazur.fr) and Frederic Precioso (frederic.precioso[at]univ-cotedazur.fr)
More information about this workshop HERE.