d’Aspremont, Alexandre

11 publications

ICML 2025 DUNIA: Pixel-Sized Embeddings via Cross-Modal Alignment for Earth Observation Applications Ibrahim Fayad, Max Zimmer, Martin Schwartz, Fabian Gieseke, Philippe Ciais, Gabriel Belouze, Sarah Brood, Aurélien De Truchis, Alexandre D’Aspremont

AISTATS 2021 Projection-Free Optimization on Uniformly Convex Sets Thomas Kerdreux, Alexandre d’Aspremont, Sebastian Pokutta

COLT 2020 Complexity Guarantees for Polyak Steps with Momentum Mathieu Barré, Adrien Taylor, Alexandre d’Aspremont

AISTATS 2020 Naive Feature Selection: Sparsity in Naive Bayes Armin Askari, Alexandre d’Aspremont, Laurent El Ghaoui

AISTATS 2020 Regularity as Regularization: Smooth and Strongly Convex Brenier Potentials in Optimal Transport François-Pierre Paty, Alexandre d’Aspremont, Marco Cuturi

AISTATS 2020 Screening Data Points in Empirical Risk Minimization via Ellipsoidal Regions and Safe Loss Functions Grégoire Mialon, Julien Mairal, Alexandre d’Aspremont

AISTATS 2019 Nonlinear Acceleration of Primal-Dual Algorithms Raghu Bollapragada, Damien Scieur, Alexandre d’Aspremont

AISTATS 2019 Overcomplete Independent Component Analysis via SDP Anastasia Podosinnikova, Amelia Perry, Alexander S. Wein, Francis Bach, Alexandre d’Aspremont, David Sontag

AISTATS 2019 Restarting Frank-Wolfe Thomas Kerdreux, Alexandre d’Aspremont, Sebastian Pokutta

ICML 2018 Frank-Wolfe with Subsampling Oracle Thomas Kerdreux, Fabian Pedregosa, Alexandre d’Aspremont

ICML 2013 Mean Reversion with a Variance Threshold Marco Cuturi, Alexandre D’Aspremont