Zobrazeno 1 - 10
of 510
pro vyhledávání: '"Suárez, Felipe"'
Existing analyses of neural network training often operate under the unrealistic assumption of an extremely small learning rate. This lies in stark contrast to practical wisdom and empirical studies, such as the work of J. Cohen et al. (ICLR 2021), w
Externí odkaz:
http://arxiv.org/abs/2212.07469
Autor:
Adelon, Jihane, Abolhassani, Hassan, Esenboga, Saliha, Fouyssac, Fanny, Cagdas, Deniz, Tezcan, Ilhan, Kuskonmaz, Barıs, Cetinkaya, Duygu, Suarez, Felipe, Mahdaviani, Seyed Alireza, Plassart, Samira, Mathieu, Anne-Laure, Fabien, Nicole, Malcus, Christophe, Morfin-Sherpa, Florence, Billaud, Geneviève, Tusseau, Maud, Benezech, Sarah, Walzer, Thierry, De Villartay, Jean-Pierre, Bertrand, Yves, Belot, Alexandre
Publikováno v:
In The Journal of Allergy and Clinical Immunology November 2024 154(5):1300-1312
Autor:
Clancy, Julien, Suarez, Felipe
We study interpolating splines on the Wasserstein-Fisher-Rao (WFR) space of measures with differing total masses. To achieve this, we derive the covariant derivative and the curvature of an absolutely continuous curve in the WFR space. We prove that
Externí odkaz:
http://arxiv.org/abs/2203.15728
Autor:
Ahn, Kwangjun, Suarez, Felipe
We study the non-convex matrix factorization approach to matrix completion via Riemannian geometry. Based on an optimization formulation over a Grassmannian manifold, we characterize the landscape based on the notion of principal angles between subsp
Externí odkaz:
http://arxiv.org/abs/2102.00937
Autor:
Bloch, Coralie, Jais, Jean Philippe, Liffermann, Francois, Morel, Pierre, Cheminant, Morgane, Suarez, Felipe, Hermine, Olivier, Bonnet, Fabrice, Godemer, Pascal, Gandhi, Damaj, Fain, Olivier, Lambotte, Olivier, Launay, David, Terriou, Louis, Larroche, Claire, Lazaro, Estibaliz, Viallard, Jean-Francois, Lortholary, Olivier, Michel, Marc, Michot, Jean-Marie, Pene, Frederic, Perlat, Antoinette, Urbanski, Geoffrey, Gil, Marine, Boubaya, Marouane, Lepelletier, Yves, Bader-Meunier, Brigitte, Mahlaoui, Nizar, Garcelon, Nicolas, Alcais, Alexandre, Fischer, Alain, de Saint Basile, Geneviève
Publikováno v:
In The Journal of Allergy and Clinical Immunology January 2024 153(1):256-264