Benefits of Using Multiple Post-Hoc Explanations for Machine Learning.

Riwal Lefort Corentin Boidot Olivier Augereau Pierre De Loor Riwal Lefort Benefits of Using Multiple Post-Hoc Explanations for Machine Learning. 794-799 2023 ICMLA https://doi.org/10.1109/ICMLA58977.2023.00116 conf/icmla/2023 db/conf/icmla/icmla2023.html#BoidotALL23 Corentin Boidot Olivier Augereau Pierre De Loor Riwal Lefort Limits of XAI Application-Grounded Evaluation: An E-Sport Prediction Example. 452-466 2022 PKDD/ECML Workshops (1) https://doi.org/10.1007/978-3-031-23618-1_30 conf/pkdd/2022-w1 db/conf/pkdd/pkdd2022-w1.html#BoidotALL22 Lina Fahed Philippe Lenca Yannis Haralambous Riwal Lefort Marie-Laure Tallec Prédiction d'événements distants basée sur des règles séquentielles. 309-314 2019 EGC https://editions-rnti.fr/?inprocid=1002498 conf/f-egc/2019 db/conf/f-egc/egc2019.html#FahedLHLT19

Riwal Lefort Ludovico Fusco Olivier Pertz François Fleuret Machine learning-based tools to model and to remove the off-target effect. 87-100 2017 20 Pattern Anal. Appl. 1 https://doi.org/10.1007/s10044-015-0469-z db/journals/paa/paa20.html#LefortFPF17

Riwal Lefort Angélique Dremeau Sub-antenna sparse processing for coherence loss in underwater source localization. 2413-2417 2017 EUSIPCO https://doi.org/10.23919/EUSIPCO.2017.8081643 conf/eusipco/2017 db/conf/eusipco/eusipco2017.html#LefortD17

Dorian Cazau Riwal Lefort Julien Bonnel Jean-Luc Zarader Olivier Adam Bi-class classification of humpback whale sound units against complex background noise with Deep Convolution Neural Network. 2017 abs/1703.10887 CoRR http://arxiv.org/abs/1703.10887 db/journals/corr/corr1703.html#DorianLBZA17

Riwal Lefort François Fleuret treeKL: A distance between high dimension empirical distributions. 140-145 2013 34 Pattern Recognit. Lett. 2 https://doi.org/10.1016/j.patrec.2012.08.019 db/journals/prl/prl34.html#LefortF13

Riwal Lefort Ronan Fablet Laurent Berger Jean-Marc Boucher Spatial Statistics of Objects in 3-D Sonar Images: Application to Fisheries Acoustics. 56-59 2012 9 IEEE Geosci. Remote. Sens. Lett. 1 https://doi.org/10.1109/LGRS.2011.2160328 db/journals/lgrs/lgrs9.html#LefortFBB12

Riwal Lefort François Fleuret A tree-based distance between distributions: Application to classification of neurons. 2237-2240 2012 ICASSP https://doi.org/10.1109/ICASSP.2012.6288358 conf/icassp/2012 db/conf/icassp/icassp2012.html#LefortF12

Riwal Lefort Ronan Fablet Jean-Marc Boucher Object recognition using proportion-based prior information: Application to fisheries acoustics. 153-158 2011 32 Pattern Recognit. Lett. 2 https://doi.org/10.1016/j.patrec.2010.10.001 db/journals/prl/prl32.html#LefortFB11

Riwal Lefort Ronan Fablet Jean-Marc Boucher Classification faiblement supervisée : arbre de décision probabiliste et apprentissage itératif. 171-192 2011 Fouille de données complexes http://editions-rnti.fr/?inprocid=1001245 series/rnti/E21 db/series/rnti/rnti-E21.html#LefortFB11 Riwal Lefort Ronan Fablet Jean-Marc Boucher Weakly Supervised Classification of Objects in Images Using Soft Random Forests. 185-198 2010 ECCV (4) https://doi.org/10.1007/978-3-642-15561-1_14 conf/eccv/2010-4 db/conf/eccv/eccv2010-4.html#LefortFB10 Riwal Lefort Ronan Fablet Jean-Marc Boucher Weakly supervised learning with decision trees applied to fisheries acoustics. 2254-2257 2010 ICASSP https://doi.org/10.1109/ICASSP.2010.5495855 conf/icassp/2010 db/conf/icassp/icassp2010.html#LefortFB10 Riwal Lefort Ronan Fablet Imen Karoui Jean-Marc Boucher Combining image-level and object-level inference for weakly supervised object recognition. Application to fisheries acoustics. 293-296 2009 ICIP https://doi.org/10.1109/ICIP.2009.5413505 conf/icip/2009 db/conf/icip/icip2009.html#LefortFKB09 Ronan Fablet Riwal Lefort Carla Scalarin Jacques Masse Paul Cauchy Jean-Marc Boucher Weakly supervised learning using proportion-based information: An application to fisheries acoustics. 1-4 2008 ICPR https://doi.org/10.1109/ICPR.2008.4761065 https://doi.ieeecomputersociety.org/10.1109/ICPR.2008.4761065 conf/icpr/2008 db/conf/icpr/icpr2008.html#FabletLSMCB08 Olivier Adam Olivier Augereau Laurent Berger Corentin Boidot Julien Bonnel Jean-Marc Boucher Paul Cauchy Dorian Cazau Angélique Dremeau Ronan Fablet Lina Fahed François Fleuret Ludovico Fusco Yannis Haralambous Imen Karoui Philippe Lenca Pierre De Loor Jacques Masse Olivier Pertz Carla Scalarin Marie-Laure Tallec Jean-Luc Zarader