Alexandre d’Aspremont

Centre National de la Recherche Scientifique — France

Engineering · Physical Sciences

30h-index6.3kcitations199works0.82yr avg
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Research Topics

Sparse and Compressive Sensing Techniques(77), Stochastic Gradient Optimization Techniques(41), Advanced Optimization Algorithms Research(35), Machine Learning and Algorithms(24), Face and Expression Recognition(22)

Publications199 total

Comment on essd-2025-378
2026Open Access
Comment on essd-2025-378
2026Open Access
FORMSpoT: A Decade of Tree-Level, Country-Scale Forest Monitoring
ArXiv.org·2025Open Access
FORMSpoT: A Decade of Tree-Level, Country-Scale Forest Monitoring
arXiv (Cornell University)·2025Open Access
Don't Be Greedy, Just Relax! Pruning LLMs via Frank-Wolfe
arXiv (Cornell University)·2025Open Access
Iteratively reweighted least squares for phase unwrapping
Optimization methods & software·2025
A fused canopy height map of Italy (2004–2024) from spaceborne and airborne LiDAR, and Landsat via deep learning and Bayesian averaging
2025Open Access
Supplementary material to "A fused canopy height map of Italy (2004–2024) from spaceborne and airborne LiDAR, and Landsat via deep learning and Bayesian averaging"
2025Open Access
Frank-Wolfe meets Shapley-Folkman: a systematic approach for solving nonconvex separable problems with linear constraints
Mathematical Programming·2025
Open-Canopy: Towards Very High Resolution Forest Monitoring
2025· 2 cited
Canopy height and biomass distribution across the forests of Iberian Peninsula
Scientific Data·2025· 8 citedOpen Access
DUNIA: Pixel-Sized Embeddings via Cross-Modal Alignment for Earth Observation Applications
arXiv (Cornell University)·2025Open Access
Satellites turn “concrete”: Tracking cement with satellite data and neural networks
Journal of Econometrics·2024· 1 citedOpen Access
Open-Canopy: Towards Very High Resolution Forest Monitoring
arXiv (Cornell University)·2024· 2 citedOpen Access
Frank-Wolfe meets Shapley-Folkman: a systematic approach for solving nonconvex separable problems with linear constraints
arXiv (Cornell University)·2024Open Access
Modeling Methane Intensity of Oil and Gas Upstream Activities by Production Profile
arXiv (Cornell University)·2024Open Access
Iteratively Reweighted Least Squares for Phase Unwrapping
arXiv (Cornell University)·2024Open Access
Optimal Algorithms for Stochastic Complementary Composite Minimization
SIAM Journal on Optimization·2024· 1 citedOpen Access
Satellites Turn “Concrete”: Tracking Cement with Satellite Data and Neural Networks
SSRN Electronic Journal·2024· 1 citedOpen Access
Satellites Turn "Concrete": Tracking Cement with Satellite Data and Neural Networks
SSRN Electronic Journal·2024Open Access
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Frequent Co-authors

Laurent El Ghaoui(13), Thomas Lauvaux(7), Philippe Ciais(7), Damien Scieur(7), Francis Bach(6), Clément Giron(5), Ronny Luss(5), Fajwel Fogel(5), Onureena Banerjee(4), Irène Waldspurger(4), Matthieu Mazzolini(4), Riley Duren(4), Daniel Cusworth(4), Marielle Saunois(3), Xin Lin(3), Vincent Roulet(3), Michael I. Jordan(2), Gert Lanckriet(2), Stéphane Mallat(2), Drew Shindell(2)