Thibault Laugel

Researcher, LIP6, Sorbonne Université/CNRS

Researcher, AXA

Joined

September 2023

Names

Thibault Laugel (Preferred)

Emails

****@axa.com (Confirmed)

****@lip6.fr (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Researcher

LIP6, Sorbonne Université/CNRS (lip6.fr)

2024 – Present

Researcher

AXA (axa.com)

2020 – Present

PhD student

LIP6, Sorbonne Université/CNRS (lip6.fr)

2017 – 2020

Undergrad student

Ecole Normale Superieure (ens-paris-saclay.fr)

2015 – 2017

Advisors, Relations & Conflicts

PhD Advisee

Ekaterina Goliakova

2024 – Present

PhD Advisee

Adulam Jeyasothy

2021 – Present

PhD Advisor

Marcin Detyniecki

2017 – 2020

PhD Advisor

Christophe Marsala

2017 – 2020

PhD Advisor

Marie-Jeanne Lesot

2017 – 2020

Expertise

fair machine learning

Present

XAI

interpretable machine learning

Present

Publications

ACT: AGENTIC CLASSIFICATION TREE
Vincent Grari, Tim Arni, Thibault Laugel, Sylvain Lamprier, James Zou, Marcin Detyniecki
- Submitted to ICLR 2026
- Readers: Everyone
Controlled Model Debiasing through Minimal and Interpretable Updates
Federico Di Gennaro, Thibault Laugel, Vincent Grari, Marcin Detyniecki
- Accepted by TMLR
- Readers: Everyone
On the Fairness ROAD: Robust Optimization for Adversarial Debiasing
Vincent Grari, Thibault Laugel, Tatsunori Hashimoto, sylvain lamprier, Marcin Detyniecki
- ICLR 2024 poster
- Readers: Everyone
A general framework for personalising post hoc explanations through user knowledge integration
Adulam Jeyasothy, Thibault Laugel, Marie-Jeanne Lesot, Christophe Marsala, Marcin Detyniecki
- Published: 01 Jan 2023, Last Modified: 22 Sept 2023
- Int. J. Approx. Reason. 2023
- Readers: Everyone
When Mitigating Bias is Unfair: A Comprehensive Study on the Impact of Bias Mitigation Algorithms
Natasa Krco, Thibault Laugel, Jean-Michel Loubes, Marcin Detyniecki
- Published: 01 Jan 2023, Last Modified: 22 Sept 2023
- CoRR 2023
- Readers: Everyone
Achieving Diversity in Counterfactual Explanations: a Review and Discussion
Thibault Laugel, Adulam Jeyasothy, Marie-Jeanne Lesot, Christophe Marsala, Marcin Detyniecki
- Published: 01 Jan 2023, Last Modified: 22 Sept 2023
- FAccT 2023
- Readers: Everyone
Integrating Prior Knowledge in Post-hoc Explanations
Adulam Jeyasothy, Thibault Laugel, Marie-Jeanne Lesot, Christophe Marsala, Marcin Detyniecki
- 2022 (modified: 31 Jan 2023)
- IPMU (2) 2022
- Readers: Everyone
How to Choose an Explainability Method? Towards a Methodical Implementation of XAI in Practice
Tom Vermeire, Thibault Laugel, Xavier Renard, David Martens, Marcin Detyniecki
- Published: 01 Jan 2021, Last Modified: 22 Sept 2023
- PKDD/ECML Workshops (1) 2021
- Readers: Everyone
Understanding surrogate explanations: the interplay between complexity, fidelity and coverage
Rafael Poyiadzi, Xavier Renard, Thibault Laugel, Raúl Santos-Rodríguez, Marcin Detyniecki
- Published: 01 Jan 2021, Last Modified: 22 Sept 2023
- CoRR 2021
- Readers: Everyone
Understanding Prediction Discrepancies in Machine Learning Classifiers
Xavier Renard, Thibault Laugel, Marcin Detyniecki
- Published: 01 Jan 2021, Last Modified: 22 Sept 2023
- CoRR 2021
- Readers: Everyone

View all 19 publications

Thibault Laugel

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Co-Authors