Zobrazeno 1 - 10
of 97
pro vyhledávání: '"Leclercq, Mickaël"'
Trees are convenient models for obtaining explainable predictions on relatively small datasets. Although there are many proposals for the end-to-end construction of such trees in supervised learning, learning a tree end-to-end for clustering without
Externí odkaz:
http://arxiv.org/abs/2402.12232
Autor:
Ohl, Louis, Mattei, Pierre-Alexandre, Bouveyron, Charles, Harchaoui, Warith, Leclercq, Mickaël, Droit, Arnaud, Precioso, Frédéric
In the last decade, recent successes in deep clustering majorly involved the Mutual Information (MI) as an unsupervised objective for training neural networks with increasing regularisations. While the quality of the regularisations have been largely
Externí odkaz:
http://arxiv.org/abs/2309.02858
Autor:
Ohl, Louis, Mattei, Pierre-Alexandre, Bouveyron, Charles, Leclercq, Mickaël, Droit, Arnaud, Precioso, Frédéric
Feature selection in clustering is a hard task which involves simultaneously the discovery of relevant clusters as well as relevant variables with respect to these clusters. While feature selection algorithms are often model-based through optimised m
Externí odkaz:
http://arxiv.org/abs/2302.03391
Autor:
Ohl, Louis, Mattei, Pierre-Alexandre, Bouveyron, Charles, Harchaoui, Warith, Leclercq, Mickaël, Droit, Arnaud, Precioso, Frederic
In the last decade, recent successes in deep clustering majorly involved the mutual information (MI) as an unsupervised objective for training neural networks with increasing regularisations. While the quality of the regularisations have been largely
Externí odkaz:
http://arxiv.org/abs/2210.06300
Autor:
Edeline, Paul-Emmanuel1,2 (AUTHOR), Leclercq, Mickaël1 (AUTHOR), Le Luyer, Jérémy3,4 (AUTHOR), Droit, Arnaud1 (AUTHOR), Chabrier, Sébastien2 (AUTHOR) sebastien.chabrier@upf.pf
Publikováno v:
Scientific Reports. 6/20/2024, Vol. 14 Issue 1, p1-10. 10p.
Autor:
Allaeys, Isabelle, Lemaire, Guillaume, Leclercq, Mickaël, Lacasse, Emile, Fleury, Maude, Dubuc, Isabelle, Gudimard, Leslie, Puhm, Florian, Tilburg, Julia, Stone, Andrew, Machlus, Kellie R., Droit, Arnaud, Flamand, Louis, Boilard, Eric
Publikováno v:
In Blood Advances 11 June 2024 8(11):2777-2789
Publikováno v:
In The Journal of Nutritional Biochemistry March 2024 125
Autor:
Madadian Bozorg, Neda, Leclercq, Mickael, Lescot, Théophraste, Bazin, Marc, Gaudreault, Nicolas, Dikpati, Amrita, Fortin, Marc-André, Droit, Arnaud, Bertrand, Nicolas
Publikováno v:
In Biomaterials Advances October 2023 153
Akademický článek
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Autor:
Picard, Milan, Scott-Boyer, Marie-Pier, Bodein, Antoine, Leclercq, Mickaël, Prunier, Julien, Périn, Olivier, Droit, Arnaud
Publikováno v:
In Computational and Structural Biotechnology Journal December 2024 24:464-475