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Christophe Marsala
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Publications
- 2023
- [j13]Adulam Jeyasothy, Thibault Laugel, Marie-Jeanne Lesot, Christophe Marsala, Marcin Detyniecki:
A general framework for personalising post hoc explanations through user knowledge integration. Int. J. Approx. Reason. 160: 108944 (2023) - [c88]Thibault Laugel, Adulam Jeyasothy, Marie-Jeanne Lesot, Christophe Marsala, Marcin Detyniecki:
Achieving Diversity in Counterfactual Explanations: a Review and Discussion. FAccT 2023: 1859-1869 - [i8]Thibault Laugel, Adulam Jeyasothy, Marie-Jeanne Lesot, Christophe Marsala, Marcin Detyniecki:
Achieving Diversity in Counterfactual Explanations: a Review and Discussion. CoRR abs/2305.05840 (2023) - 2022
- [c81]Adulam Jeyasothy, Thibault Laugel, Marie-Jeanne Lesot, Christophe Marsala, Marcin Detyniecki:
Integrating Prior Knowledge in Post-hoc Explanations. IPMU (2) 2022: 707-719 - [c80]Adulam Jeyasothy, Thibault Laugel, Marie-Jeanne Lesot, Christophe Marsala, Marcin Detyniecki:
Intégration de connaissances dans les méthodes d'explications post-hoc. LFA 2022 - [i6]Adulam Jeyasothy, Thibault Laugel, Marie-Jeanne Lesot, Christophe Marsala, Marcin Detyniecki:
Integrating Prior Knowledge in Post-hoc Explanations. CoRR abs/2204.11634 (2022) - 2019
- [c75]Thibault Laugel, Marie-Jeanne Lesot, Christophe Marsala, Xavier Renard, Marcin Detyniecki:
The Dangers of Post-hoc Interpretability: Unjustified Counterfactual Explanations. IJCAI 2019: 2801-2807 - [c74]Thibault Laugel, Marie-Jeanne Lesot, Christophe Marsala, Xavier Renard, Marcin Detyniecki:
Unjustified Classification Regions and Counterfactual Explanations in Machine Learning. ECML/PKDD (2) 2019: 37-54 - [i5]Thibault Laugel, Marie-Jeanne Lesot, Christophe Marsala, Marcin Detyniecki:
Issues with post-hoc counterfactual explanations: a discussion. CoRR abs/1906.04774 (2019) - [i4]Thibault Laugel, Marie-Jeanne Lesot, Christophe Marsala, Xavier Renard, Marcin Detyniecki:
The Dangers of Post-hoc Interpretability: Unjustified Counterfactual Explanations. CoRR abs/1907.09294 (2019) - 2018
- [c67]Thibault Laugel, Marie-Jeanne Lesot, Christophe Marsala, Xavier Renard, Marcin Detyniecki:
Comparison-Based Inverse Classification for Interpretability in Machine Learning. IPMU (1) 2018: 100-111 - [c63]Xavier Renard, Thibault Laugel, Marie-Jeanne Lesot, Christophe Marsala, Marcin Detyniecki:
Detecting Potential Local Adversarial Examples for Human-Interpretable Defense. Nemesis/UrbReas/SoGood/IWAISe/GDM@PKDD/ECML 2018: 41-47 - [i3]Thibault Laugel, Xavier Renard, Marie-Jeanne Lesot, Christophe Marsala, Marcin Detyniecki:
Defining Locality for Surrogates in Post-hoc Interpretablity. CoRR abs/1806.07498 (2018) - [i2]Xavier Renard, Thibault Laugel, Marie-Jeanne Lesot, Christophe Marsala, Marcin Detyniecki:
Detecting Potential Local Adversarial Examples for Human-Interpretable Defense. CoRR abs/1809.02397 (2018) - 2017
- [c55]Pierre-Xavier Loeffel, Albert Bifet, Christophe Marsala, Marcin Detyniecki:
Droplet Ensemble Learning on Drifting Data Streams. IDA 2017: 210-222 - [i1]Thibault Laugel, Marie-Jeanne Lesot, Christophe Marsala, Xavier Renard, Marcin Detyniecki:
Inverse Classification for Comparison-based Interpretability in Machine Learning. CoRR abs/1712.08443 (2017) - 2016
- [c53]Pierre-Xavier Loeffel, Christophe Marsala, Marcin Detyniecki:
Memory management for data streams subject to concept drift. ESANN 2016 - [c51]Pierre-Xavier Loeffel, Vincent Lemaire, Christophe Marsala, Marcin Detyniecki:
Improving the Prediction Cost of Drift Handling Algorithms by Abstaining. ICDM Workshops 2016: 1213-1222 - 2015
- [c48]Pierre-Xavier Loeffel, Christophe Marsala, Marcin Detyniecki:
Classification with a reject option under Concept Drift: The Droplets algorithm. DSAA 2015: 1-9 - 2012
- [c40]Marcin Detyniecki, Christophe Marsala, Ashwati Krishnan, Mel W. Siegel:
Weather-based solar energy prediction. FUZZ-IEEE 2012: 1-7 - 2011
- [c35]Marcin Detyniecki, Christophe Marsala, Maria Rifqi:
Double-linear fuzzy interpolation method. FUZZ-IEEE 2011: 455-462 - 2010
- [j5]Sabrina Tollari, Marcin Detyniecki, Ali Fakeri-Tabrizi, Christophe Marsala, Massih-Reza Amini, Patrick Gallinari:
Exploitation du contenu visuel pour améliorer la recherche textuelle d'images en ligne. Document Numérique 13(1): 187-209 (2010) - 2009
- [c30]Sabrina Tollari, Marcin Detyniecki, Ali Fakeri-Tabrizi, Christophe Marsala, Massih-Reza Amini, Patrick Gallinari:
Utilisation de concepts visuels et de la diversité visuelle pour améliorer la recherche d'images. CORIA 2009: 83-98 - [c28]Sabrina Tollari, Marcin Detyniecki, Christophe Marsala, Ali Fakeri-Tabrizi, Massih-Reza Amini, Patrick Gallinari:
Exploiting Visual Concepts to Improve Text-Based Image Retrieval. ECIR 2009: 701-705 - [p2]Christophe Marsala, Marcin Detyniecki:
High Scale Fuzzy Video Mining. Scalable Fuzzy Algorithms for Data Management and Analysis 2009: 365-378 - 2008
- [c23]Sabrina Tollari, Marcin Detyniecki, Ali Fakeri-Tabrizi, Christophe Marsala, Massih-Reza Amini, Patrick Gallinari:
Using Visual Concepts and Fast Visual Diversity to Improve Image Retrieval. CLEF 2008: 577-584 - [c21]Marcin Detyniecki, Christophe Marsala:
Adaptive acceleration and shot stacking for video rushes summarization. TVS 2008: 109-113 - [c20]Christophe Marsala, Marcin Detyniecki:
UPMC-LIP6 at TrecVid'08: Balanced and Unbalanced Forests of Fuzzy Decision Trees for High-Level Feature Detection. TRECVID 2008 - [c19]Christophe Marsala, Marcin Detyniecki:
High scale video mining with forests of fuzzy decision trees. CSTST 2008: 413-418 - 2007
- [c18]Marcin Detyniecki, Christophe Marsala:
Forest of Fuzzy Decision Trees and Their Application in Video Mining. EUSFLAT Conf. (1) 2007: 345-352 - [c17]Marcin Detyniecki, Christophe Marsala:
Video rushes summarization by adaptive acceleration and stacking of shots. TVS 2007: 65-69 - [c16]Christophe Marsala, Marcin Detyniecki, Nicolas Usunier, Massih-Reza Amini:
UHigh-Level Feature Detection with Forests of Fuzzy Decision Trees combined with the RankBoost Algorithm. TRECVID 2007 - 2006
- [c13]Christophe Marsala, Marcin Detyniecki:
University of Paris 6 at TRECVID 2006: Forest of Fuzzy Decision Trees for High-Level Feature Extraction. TRECVID 2006 - 2005
- [c12]Christophe Marsala, Marcin Detyniecki:
University of Paris 6 at TRECVID 2005: High-Level Feature Extraction. TRECVID 2005 - 2003
- [c10]Christophe Marsala, Marcin Detyniecki:
Fuzzy data mining for video. EUSFLAT Conf. 2003: 73-78 - [c8]Marcin Detyniecki, Christophe Marsala:
Discovering knowledge for better video indexing based on colors. FUZZ-IEEE 2003: 1177-1181 - 2001
- [c7]Marcin Detyniecki, Christophe Marsala:
Fuzzy inductive learning for multimedia mining. EUSFLAT Conf. 2001: 390-393
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