d'Aspremont, Alexandre

16 publications

CVPR 2025 Open-Canopy: Towards Very High Resolution Forest Monitoring Fajwel Fogel, Yohann Perron, Nikola Besic, Laurent Saint-André, Agnès Pellissier-Tanon, Martin Schwartz, Thomas Boudras, Ibrahim Fayad, Alexandre d'Aspremont, Loic Landrieu, Philippe Ciais

ICLR 2021 A Trainable Optimal Transport Embedding for Feature Aggregation and Its Relationship to Attention Grégoire Mialon, Dexiong Chen, Alexandre d'Aspremont, Julien Mairal

JMLR 2021 Linear Bandits on Uniformly Convex Sets Thomas Kerdreux, Christophe Roux, Alexandre d'Aspremont, Sebastian Pokutta

JMLR 2021 Ranking and Synchronization from Pairwise Measurements via SVD Alexandre d'Aspremont, Mihai Cucuringu, Hemant Tyagi

NeurIPS 2017 Integration Methods and Optimization Algorithms Damien Scieur, Vincent Roulet, Francis Bach, Alexandre d'Aspremont

NeurIPS 2017 Nonlinear Acceleration of Stochastic Algorithms Damien Scieur, Francis Bach, Alexandre d'Aspremont

NeurIPS 2017 Sharpness, Restart and Acceleration Vincent Roulet, Alexandre d'Aspremont

NeurIPS 2016 Regularized Nonlinear Acceleration Damien Scieur, Alexandre d'Aspremont, Francis Bach

JMLR 2016 Spectral Ranking Using Seriation Fajwel Fogel, Alexandre d'Aspremont, Milan Vojnovic

NeurIPS 2014 SerialRank: Spectral Ranking Using Seriation Fajwel Fogel, Alexandre d'Aspremont, Milan Vojnovic

NeurIPS 2013 Convex Relaxations for Permutation Problems Fajwel Fogel, Rodolphe Jenatton, Francis Bach, Alexandre D'Aspremont

NeurIPS 2009 White Functionals for Anomaly Detection in Dynamical Systems Marco Cuturi, Jean-philippe Vert, Alexandre D'aspremont

JMLR 2008 Model Selection Through Sparse Maximum Likelihood Estimation for Multivariate Gaussian or Binary Data Onureena Banerjee, Laurent El Ghaoui, Alexandre d'Aspremont

JMLR 2008 Optimal Solutions for Sparse Principal Component Analysis Alexandre d'Aspremont, Francis Bach, Laurent El Ghaoui

NeurIPS 2007 Support Vector Machine Classification with Indefinite Kernels Ronny Luss, Alexandre D'aspremont

NeurIPS 2004 A Direct Formulation for Sparse PCA Using Semidefinite Programming Alexandre D'aspremont, Laurent E. Ghaoui, Michael I. Jordan, Gert R. Lanckriet