Alexandre d’Aspremont

Author

Centre National de la Recherche Scientifique ORCID

Also Known As

A. D'Aspremont, A. d'Aspremont, A. d’Aspremont, Alexandre D'Aspremont, Alexandre D’Aspremont, Alexandre d'Aspremont, Alexandre d’Aspremont, Bach, Francis, D'Aspremont, Alexandre, Kerdreux, Thomas

198

Publications

6.3K

Citations

H-Index

124

Concepts

All Affiliations

Centre National de la Recherche Scientifique École Normale Supérieure - PSL Princeton University University of California, Berkeley École Normale Supérieure

About

Alexandre d’Aspremont is an author at Centre National de la Recherche Scientifique specializing in engineering, mathematical programming, and computer science.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	26	40	4.9K
2	Business	2	2	87
3	Education	2	2	33
4	Health Sciences	2	2	69
5	Law	2	2	218

Alexandre d’Aspremont

Publications

5.8K

Citations

H-Index

Page 1

	Year	Citations
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 Mathematical ProgrammingEngineeringMachine LearningFeature SelectionComputational Complexity	2008	1.3K
A Direct Formulation for Sparse PCA Using Semidefinite Programming Alexandre d’Aspremont, Laurent El Ghaoui, Michael I. Jordan, SIAM Review Mathematical ProgrammingNumerical AnalysisSpectral TheoryCovariance MatrixEngineering	2007	669
Phase recovery, MaxCut and complex semidefinite programming Irène Waldspurger, Alexandre d’Aspremont, Stéphane Mallat Mathematical Programming Mathematical ProgrammingPhase RecoveryEngineeringSemi-infinite OptimizationSystems Engineering	2013	573
Global assessment of oil and gas methane ultra-emitters Thomas Lauvaux, Clément Giron, Matthieu Mazzolini, Science	2022	387
First-Order Methods for Sparse Covariance Selection Alexandre d’Aspremont, Onureena Banerjee, Laurent El Ghaoui SIAM Journal on Matrix Analysis and Applications Mathematical ProgrammingSparse Covariance SelectionSparse RepresentationEngineeringMachine Learning	2008	335
Optimal Solutions for Sparse Principal Component Analysis Alexandre d’Aspremont, Francis Bach, Laurent El Ghaoui Journal of Machine Learning Research Mathematical ProgrammingLow-rank ApproximationSparse RepresentationEngineeringMachine Learning	2008	258
Comparing national greenhouse gas budgets reported in UNFCCC inventories against atmospheric inversions Zhu Deng, Philippe Ciais, Zitely A. Tzompa‐Sosa, Earth system science data EngineeringGreenhouse Gas EmissionLawCarbon AccountingClimate Policy	2022	189
Smooth Optimization with Approximate Gradient Alexandre d’Aspremont SIAM Journal on Optimization Numerical AnalysisMathematical ProgrammingEngineeringSparse ProblemsComputational Complexity	2008	165
Convex optimization techniques for fitting sparse Gaussian graphical models Onureena Banerjee, Laurent El Ghaoui, Alexandre d’Aspremont, Mathematical ProgrammingCovariance MatrixEngineeringMachine LearningData Science	2006	151
Predicting abnormal returns from news using text classification Ronny Luss, Alexandre d’Aspremont Quantitative Finance	2012	139

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