Alexandre d’Aspremont

Model Selection Through Sparse Maximum Likelihood Estimation for Multivariate Gaussian or Binary Data

Onureena Banerjee, Laurent El Ghaoui, Alexandre d’Aspremont · Journal of Machine Learning Research · 2008 · 1.3K citations

Mathematical Programming, Engineering, Machine Learning +17

A Direct Formulation for Sparse PCA Using Semidefinite Programming

Alexandre d’Aspremont, Laurent El Ghaoui, Michael I. Jordan et al. · SIAM Review · 2007 · 669 citations

Mathematical Programming, Numerical Analysis, Spectral Theory +14

Phase recovery, MaxCut and complex semidefinite programming

Irène Waldspurger, Alexandre d’Aspremont, Stéphane Mallat · Mathematical Programming · 2013 · 573 citations · Full text

Mathematical Programming, Phase Recovery, Engineering +5

Global assessment of oil and gas methane ultra-emitters

Thomas Lauvaux, Clément Giron, Matthieu Mazzolini et al. · Science · 2022 · 387 citations · Full text

First-Order Methods for Sparse Covariance Selection

Alexandre d’Aspremont, Onureena Banerjee, Laurent El Ghaoui · SIAM Journal on Matrix Analysis and Applications · 2008 · 335 citations

Mathematical Programming, Sparse Covariance Selection, Sparse Representation +15