Thibault Laugel

Imperceptible Adversarial Attacks on Tabular Data

Vincent Ballet, Jonathan Aigrain, Thibault Laugel et al. · arXiv (Cornell University) · 2019 · 50 citations · Full text

Computing, Computer Science, Finance +8

Inverse Classification for Comparison-based Interpretability in Machine Learning

Thibault Laugel, Marie‐Jeanne Lesot, Christophe Marsala et al. · arXiv (Cornell University) · 2017 · 46 citations · Full text

Computing, Computer Science, Algorithms +15

Defining Locality for Surrogates in Post-hoc Interpretablity

Thibault Laugel, Xavier Renard, Marie‐Jeanne Lesot et al. · arXiv (Cornell University) · 2018 · 46 citations · Full text

Computing, Computer Science, Data Mining +10

The Dangers of Post-hoc Interpretability: Unjustified Counterfactual Explanations

Thibault Laugel, Marie‐Jeanne Lesot, Christophe Marsala et al. · 2019 · 32 citations · Full text

Computing, Computer Science, Data Science +16

Issues with post-hoc counterfactual explanations: a discussion

Thibault Laugel, Marie‐Jeanne Lesot, Christophe Marsala et al. · arXiv (Cornell University) · 2019 · 21 citations · Full text

Computing, Computer Science, Data Science +9