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Laurent Gardes
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2020 – today
- 2023
- [c5]Yifan Xu, Pourya Shamsolmoali, Eric Granger, Claire Nicodeme, Laurent Gardes, Jie Yang:
TransVLAD: Multi-Scale Attention-Based Global Descriptors for Visual Geo-Localization. WACV 2023: 2839-2848 - 2022
- [i4]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 abs/2206.04394 (2022) - 2021
- [i3]Cyril Cappi, Camille Chapdelaine, Laurent Gardes, Eric Jenn, Baptiste Lefèvre, Sylvaine Picard, Thomas Soumarmon:
Dataset Definition Standard (DDS). CoRR abs/2101.03020 (2021) - [i2]Hervé Delseny, Christophe Gabreau, Adrien Gauffriau, Bernard Beaudouin, Ludovic Ponsolle, Lucian Alecu, Hugues Bonnin, Brice Beltran, Didier Duchel, Jean-Brice Ginestet, Alexandre Hervieu, Ghilaine Martinez, Sylvain Pasquet, Kevin Delmas, Claire Pagetti, Jean-Marc Gabriel, Camille Chapdelaine, Sylvaine Picard, Mathieu Damour, Cyril Cappi, Laurent Gardès, Florence De Grancey, Eric Jenn, Baptiste Lefèvre, Grégory Flandin, Sébastien Gerchinovitz, Franck Mamalet, Alexandre Albore:
White Paper Machine Learning in Certified Systems. CoRR abs/2103.10529 (2021) - 2020
- [c4]Sylvaine Picard, Camille Chapdelaine, Cyril Cappi, Laurent Gardes, Eric Jenn, Baptiste Lefèvre, Thomas Soumarmon:
Ensuring Dataset Quality for Machine Learning Certification. ISSRE Workshops 2020: 275-282 - [i1]Sylvaine Picard, Camille Chapdelaine, Cyril Cappi, Laurent Gardes, Eric Jenn, Baptiste Lefèvre, Thomas Soumarmon:
Ensuring Dataset Quality for Machine Learning Certification. CoRR abs/2011.01799 (2020)
2010 – 2019
- 2016
- [j4]Laurent Gardes
, Stéphane Girard
:
On the estimation of the functional Weibull tail-coefficient. J. Multivar. Anal. 146: 29-45 (2016) - 2015
- [j3]Laurent Gardes
, Stéphane Girard
:
Nonparametric estimation of the conditional tail copula. J. Multivar. Anal. 137: 1-16 (2015) - 2010
- [j2]Laurent Gardes
, Stéphane Girard
, Alexandre Lekina:
Functional nonparametric estimation of conditional extreme quantiles. J. Multivar. Anal. 101(2): 419-433 (2010)
2000 – 2009
- 2009
- [j1]Caroline Bernard-Michel, Laurent Gardes
, Stéphane Girard
:
Gaussian Regularized Sliced Inverse Regression. Stat. Comput. 19(1): 85-98 (2009) - [c3]Caroline Bernard-Michel, Sylvain Douté, Mathieu Fauvel, Laurent Gardes, Stéphane Girard:
Support vectors machines regression for estimation of mars surface physical properties. ESANN 2009 - [c2]Caroline Bernard-Michel, Sylvain Douté, Mathieu Fauvel, Laurent Gardes
, Stéphane Girard
:
Machine learning techniques for the inversion of planetary hyperspectral images. WHISPERS 2009: 1-4 - 2008
- [c1]Caroline Bernard-Michel, Sylvain Douté, Laurent Gardes, Stéphane Girard:
Inverting hyperspectral images with Gaussian Regularized Sliced Inverse Regression. ESANN 2008: 463-468
Coauthor Index

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