Alexandre d'Aspremont
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
16
Venues
5
Active years
2006–2025
Best venue rank
A*
Where they publish
Papers
16 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | CVPR | Open-Canopy: Towards Very High Resolution Forest Monitoring. | Fajwel Fogel, Yohann Perron, Nikola Besic, Laurent Saint-Andr, Agns Pellissier-Tanon, Martin Schwartz, Thomas Boudras, Ibrahim Fayad, Alexandre d'Aspremont, Loc Landrieu, Philippe Ciais |
| 2025 | ICML | 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, Aurlien de Truchis, Alexandre d'Aspremont |
| 2021 | AISTATS | Projection-Free Optimization on Uniformly Convex Sets. | Thomas Kerdreux, Alexandre d'Aspremont, Sebastian Pokutta |
| 2021 | ICLR | A Trainable Optimal Transport Embedding for Feature Aggregation and its Relationship to Attention. | Grgoire Mialon, Dexiong Chen, Alexandre d'Aspremont, Julien Mairal |
| 2020 | AISTATS | Naive Feature Selection: Sparsity in Naive Bayes. | Armin Askari, Alexandre d'Aspremont, Laurent El Ghaoui |
| 2020 | AISTATS | Screening Data Points in Empirical Risk Minimization via Ellipsoidal Regions and Safe Loss Functions. | Grgoire Mialon, Julien Mairal, Alexandre d'Aspremont |
| 2020 | AISTATS | Regularity as Regularization: Smooth and Strongly Convex Brenier Potentials in Optimal Transport. | Franois-Pierre Paty, Alexandre d'Aspremont, Marco Cuturi |
| 2020 | COLT | Complexity Guarantees for Polyak Steps with Momentum. | Mathieu Barr, Adrien B. Taylor, Alexandre d'Aspremont |
| 2019 | AISTATS | Nonlinear Acceleration of Primal-Dual Algorithms. | Raghu Bollapragada, Damien Scieur, Alexandre d'Aspremont |
| 2019 | AISTATS | Restarting Frank-Wolfe. | Thomas Kerdreux, Alexandre d'Aspremont, Sebastian Pokutta |
| 2019 | AISTATS | Overcomplete Independent Component Analysis via SDP. | Anastasia Podosinnikova, Amelia Perry, Alexander S. Wein, Francis R. Bach, Alexandre d'Aspremont, David A. Sontag |
| 2018 | ICLR | Nonlinear Acceleration of CNNs. | Damien Scieur, Edouard Oyallon, Alexandre d'Aspremont, Francis R. Bach |
| 2018 | ICML | Frank-Wolfe with Subsampling Oracle. | Thomas Kerdreux, Fabian Pedregosa, Alexandre d'Aspremont |
| 2013 | ICML | Mean Reversion with a Variance Threshold. | Marco Cuturi, Alexandre d'Aspremont |
| 2007 | ICML | Full regularization path for sparse principal component analysis. | Alexandre d'Aspremont, Francis R. Bach, Laurent El Ghaoui |
| 2006 | ICML | Convex optimization techniques for fitting sparse Gaussian graphical models. | Onureena Banerjee, Laurent El Ghaoui, Alexandre d'Aspremont, Georges Natsoulis |