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pro vyhledávání: '"Largouët, Christine"'
Although counterfactual explanations are a popular approach to explain ML black-box classifiers, they are less widespread in NLP. Most methods find those explanations by iteratively perturbing the target document until it is classified differently by
Externí odkaz:
http://arxiv.org/abs/2404.14943
Publikováno v:
MLmDS 2023 - AAAI Workshop When Machine Learning meets Dynamical Systems: Theory and Applications, Feb 2023, Washington (DC), United States. pp.1-6
To get a good understanding of a dynamical system, it is convenient to have an interpretable and versatile model of it. Timed discrete event systems are a kind of model that respond to these requirements. However, such models can be inferred from tim
Externí odkaz:
http://arxiv.org/abs/2301.05041
Publikováno v:
In Computers and Electronics in Agriculture May 2022 196
Publikováno v:
In Computers and Electronics in Agriculture September 2021 188
Akademický článek
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Publikováno v:
Traitement Automatique des Langues; 2023, Vol. 64 Issue 3, p93-117, 25p
Akademický článek
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Publikováno v:
55. Journées de la Recherche Porcine (JRP)
55. Journées de la Recherche Porcine (JRP), Jan 2023, Saint-Malo, France. Ifip, pp.133-134, 2023, 55èmes Journées de la recherche porcine
55. Journées de la Recherche Porcine (JRP), Jan 2023, Saint-Malo, France. Ifip, pp.133-134, 2023, 55èmes Journées de la recherche porcine
International audience; Real-time combination of observed growth and feed intake performance with performance simulated by InraPorc® to apply precision feeding to growing pigs Precision feeding (PF) of growing pigs requires methods for real-time ana
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=od______3379::5d849b059278625c77cfc5cb03719f23
https://hal.inrae.fr/hal-04094219
https://hal.inrae.fr/hal-04094219
Publikováno v:
Delaunay, J, Galárraga, L, Largouët, C & van Berkel, N 2023, Adaptation of AI Explanations to Users' Roles . in Adjunct Proceedings of the ACM SIGCHI Conference on Human Factors in Computing Systems-Workshop on Human-Centered Explainable AI . pp. 1-7, 2023 ACM CHI Conference on Human Factors in Computing Systems, CHI 23, 23/04/2023 . < https://nielsvanberkel.com/files/publications/chi2023f.pdf >
Surrogate explanations approximate a complex model by training a simpler model over an interpretable space. Among these simpler models, we identify three kinds of surrogate methods: (a) feature-attribution, (b) example-based, and (c) rule-based expla
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::405eebd9fc142af96223fa3bed17bf10
https://vbn.aau.dk/da/publications/33cdcb3b-3107-4f6a-8def-4a398ea54511
https://vbn.aau.dk/da/publications/33cdcb3b-3107-4f6a-8def-4a398ea54511
Autor:
Fischer, Amélie, Allain, Clément, Dumesny, Maxime, Leroux, Estelle, Bouqueau, Anaelle, Etienne, Marie-Pierre, Largouët, Christine, Gaillard, Charlotte, Brossard, Ludovic, Le Cozler, Yannick, Lebreton, Adrien
Publikováno v:
26. Rencontres autour des Recherches sur les Ruminants (3R)
26. Rencontres autour des Recherches sur les Ruminants (3R), Dec 2022, Paris, France. pp.542, 2022, 26ème Rencontres Recherches Ruminants
26. Rencontres autour des Recherches sur les Ruminants (3R), Dec 2022, Paris, France. pp.542, 2022, 26ème Rencontres Recherches Ruminants
Séance : Système d’élevage; International audience
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::358e3d1787266b1d9403b634ed220ede
https://hal.inrae.fr/hal-03896382/file/PA_410885_Fischer_A_FInal.pdf
https://hal.inrae.fr/hal-03896382/file/PA_410885_Fischer_A_FInal.pdf