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Alexandre d'Aspremont
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Vision Transformers, a new approach for high-resolution and large-scale mapping of canopy heights


Apr 22, 2023
Ibrahim Fayad, Philippe Ciais, Martin Schwartz, Jean-Pierre Wigneron, Nicolas Baghdadi, Aurélien de Truchis, Alexandre d'Aspremont, Frederic Frappart, Sassan Saatchi, Agnes Pellissier-Tanon, Hassan Bazzi

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Detecting Methane Plumes using PRISMA: Deep Learning Model and Data Augmentation


Nov 17, 2022
Alexis Groshenry, Clement Giron, Thomas Lauvaux, Alexandre d'Aspremont, Thibaud Ehret

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Optimal Algorithms for Stochastic Complementary Composite Minimization


Nov 03, 2022
Alexandre d'Aspremont, Cristóbal Guzmán, Clément Lezane

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Linear Bandits on Uniformly Convex Sets


Mar 10, 2021
Thomas Kerdreux, Christophe Roux, Alexandre d'Aspremont, Sebastian Pokutta

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Local and Global Uniform Convexity Conditions


Feb 18, 2021
Thomas Kerdreux, Alexandre d'Aspremont, Sebastian Pokutta

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Acceleration Methods


Jan 23, 2021
Alexandre d'Aspremont, Damien Scieur, Adrien Taylor

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A Bregman Method for Structure Learning on Sparse Directed Acyclic Graphs


Nov 05, 2020
Manon Romain, Alexandre d'Aspremont

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Averaging Atmospheric Gas Concentration Data using Wasserstein Barycenters


Oct 06, 2020
Mathieu Barré, Clément Giron, Matthieu Mazzolini, Alexandre d'Aspremont

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An Optimal Transport Kernel for Feature Aggregation and its Relationship to Attention


Jun 23, 2020
Grégoire Mialon, Dexiong Chen, Alexandre d'Aspremont, Julien Mairal

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