Zobrazeno 1 - 10
of 2 897
pro vyhledávání: '"Gouy A"'
Autor:
Montesuma, Eduardo Fernandes, Castellon, Fabiola Espinoza, Mboula, Fred Ngolè, Mayoue, Aurélien, Souloumiac, Antoine, Gouy-Pailler, Cédric
Multi-Source Domain Adaptation (MSDA) is a challenging scenario where multiple related and heterogeneous source datasets must be adapted to an unlabeled target dataset. Conventional MSDA methods often overlook that data holders may have privacy conce
Externí odkaz:
http://arxiv.org/abs/2407.11647
Autor:
Castellon, Fabiola Espinoza, Montesuma, Eduardo Fernandes, Mboula, Fred Ngolè, Mayoue, Aurélien, Souloumiac, Antoine, Gouy-Pailler, Cédric
In this article, we propose an approach for federated domain adaptation, a setting where distributional shift exists among clients and some have unlabeled data. The proposed framework, FedDaDiL, tackles the resulting challenge through dictionary lear
Externí odkaz:
http://arxiv.org/abs/2309.07670
While machine learning has become pervasive in as diversified fields as industry, healthcare, social networks, privacy concerns regarding the training data have gained a critical importance. In settings where several parties wish to collaboratively t
Externí odkaz:
http://arxiv.org/abs/2304.02959
Autor:
Préau, Clémentine, Tournebize, Julien, Lenormand, Maxime, Alleaume, Samuel, Boussada, Véronique Gouy, Luque, Sandra
Publikováno v:
Ecological Engineering 182, 106725 (2022)
The prevention of biodiversity loss in agricultural landscapes to protect ecosystem stability and functions is of major importance in itself and for the maintenance of associated ecosystem services. Intense agriculture leads to a loss in species rich
Externí odkaz:
http://arxiv.org/abs/2207.03826
Autor:
Lucas B. Santos, Michael Kellner, Walter Lisboa, André Faro, Carla R. P. Oliveira, Vanderlan O. Batista, Alécia A. Oliveira-Santos, Íris de Vita Alves de Brito, Cindi G. Marinho, Viviane C. Campos, Keila R. Villar-Gouy, Ângela C. Leal, Rivia S. Amorim, Enaldo V. Melo, Elenilde G. Santos, Roberto Salvatori, Manuel H. Aguiar-Oliveira
Publikováno v:
Archives of Endocrinology and Metabolism, Vol 68 (2024)
ABSTRACT Objectives Individuals with congenital isolated growth hormone deficiency (IGHD) in Northeastern Brazil have a normal lifespan with a prolonged healthspan. We hypothesize that their increased healthspan is accompanied by a reduced cognitive
Externí odkaz:
https://doaj.org/article/e6f142fc8a554aa0bd9de99cf8411a23
Autor:
Etienne Rouleau, Ana Oaknin, Christophe Klein, Alexandra Leary, Sebastien Gouy, Patricia Pautier, Catherine Genestie, Amandine Maulard, Judith Michels, Marco de Bruyn, Emeline Colomba-Blameble, Annechien Plat, Juan Francisco Grau Bejar, Elisa Yaniz Galende, Qinghe Zeng, Audrey Le Formal, Elodie Edmond, Maëva Moreau
Publikováno v:
Journal for ImmunoTherapy of Cancer, Vol 12, Iss 7 (2024)
Background Patients with mismatch repair-deficient (MMRd) endometrial cancer (EC) can derive great benefit from immune checkpoint inhibitors (ICI). However not all responses and predictors of primary resistance are lacking.Methods We compared the imm
Externí odkaz:
https://doaj.org/article/07f2752f80f74236aa5694863f592740
Autor:
Castellon, Fabiola Espinoza, Mayoue, Aurelien, Sublemontier, Jacques-Henri, Gouy-Pailler, Cedric
Federated learning enables different parties to collaboratively build a global model under the orchestration of a server while keeping the training data on clients' devices. However, performance is affected when clients have heterogeneous data. To co
Externí odkaz:
http://arxiv.org/abs/2206.08752
This paper tackles the problem of ensuring training data privacy in a federated learning context. Relying on Homomorphic Encryption (HE) and Differential Privacy (DP), we propose a framework addressing threats on the privacy of the training data. Not
Externí odkaz:
http://arxiv.org/abs/2205.04330
Autor:
Classe, Jean-Marc *, Meeus, Pierre, Hudry, Delphine, Wernert, Romuald, Quenet, François, Marchal, Frédéric, Houvenaeghel, Gilles, Bats, Anne-Sophie, Lecuru, Fabrice, Ferron, Gwenaël, Brigand, Cécile, Berton, Dominique, Gladieff, Laurence, Joly, Florence, Ray-Coquard, Isabelle, Durand-Fontanier, Sylvaine, Liberale, Gabriel, Pocard, Marc, Georgeac, Constantin, Gouy, Sébastien, Guilloit, Jean-Marc, Guyon, Frédéric, Costan, Cristina, Rousselet, Jean-Marc, de Guerké, Lara, Bakrin, Naoual, Brument, Emilie, Martin, Elodie, Asselain, Bernard, Campion, Loïc, Glehen, Olivier
Publikováno v:
In The Lancet Oncology December 2024 25(12):1551-1562
Autor:
Morice, Philippe *, Scambia, Giovanni, Abu-Rustum, Nadeem R, Acien, Maribel, Arena, Alessandro, Brucker, Sara, Cheong, Ying, Collinet, Pierre, Fanfani, Francesco, Filippi, Francesca, Eriksson, Ane Gerda Zahl, Gouy, Sebastien, Harter, Philipp, Matias-Guiu, Xavier, Pados, George, Pakiz, Maja, Querleu, Denis, Rodolakis, Alexandros, Rousset-Jablonski, Christine, Stepanyan, Artem, Testa, Antonia Carla, Macklon, Kirsten Tryde, Tsolakidis, Dimitrios, De Vos, Michel, Planchamp, François, Grynberg, Michaël
Publikováno v:
In The Lancet Oncology November 2024 25(11):e602-e610