Lucas Hervier

Publication Activity (10 Years)

Years Active: 2022-2023
Publications (10 Years): 5

Top Topics

Variable Selection

Machine Learning

Causal Relationships

Top Venues

Publications

Antonin Poché, Lucas Hervier, Mohamed Chafik Bakkay
Natural Example-Based Explainability: A Survey. xAI (2) (2023)
Laurent Risser, Agustin Martin Picard, Lucas Hervier, Jean-Michel Loubes
Detecting and Processing Unsuspected Sensitive Variables for Robust Machine Learning. Algorithms 16 (11) (2023)
Antonin Poché, Lucas Hervier, Mohamed Chafik Bakkay
Natural Example-Based Explainability: a Survey. CoRR (2023)
Thomas Fel, Lucas Hervier, David Vigouroux, Antonin Poche, Justin Plakoo, Rémi Cadène, Mathieu Chalvidal, Julien Colin, Thibaut Boissin, Louis Béthune, Agustin Picard, Claire Nicodeme, Laurent Gardes, Grégory Flandin, Thomas Serre
Xplique: A Deep Learning Explainability Toolbox. CoRR (2022)
Laurent Risser, Agustin Picard, Lucas Hervier, Jean-Michel Loubes
A survey of Identification and mitigation of Machine Learning algorithmic biases in Image Analysis. CoRR (2022)