Concepedia

Xavier Renard

XR

Statistics

Publications

4

Citations

161

H-Index

4

Active since

2015

Affiliations

LIP6(Current)

Polish Academy of Sciences

Centre National de la Recherche Scientifique

Sorbonne Université

Université Paris Cité

Xavier Renard is an author at LIP6 specializing in computing, computer science, and machine learning.

Publications per year

2015–2019

4

Publications

4

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

Random-shapelet: An algorithm for fast shapelet discovery

Xavier Renard, Maria Rifqi, Walid Erray et al. · 2015 · 37 citations

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

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