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Laurent El Ghaoui
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Laurent El Ghaoui19 visible / 19 total nodes / 34 links

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Co-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipWorks onAuthorshipAuthorshipAuthorshipWorks onWorks onWorks onWorks onWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipTopic signalLaurent El GhaouiALaurent El GhaouiResearcherAn NguyenAAn NguyenResearcherHoang NguyenAHoang NguyenResearcherPhuong LeAPhuong LeResearcherHung PhamAHung PhamResearcherCuong DoACuong DoResearcherImplicit Deep LearningWImplicit Deep Learningpreprint / 2020Safe Feature Elimination in Sparse Supervised LearningWSafe Feature Eliminatio...preprint / 2010Safe Feature Elimination for the LASSO and Sparse Supervised Learning ProblemsWSafe Feature Eliminatio...preprint / 2011Artificial IntelligenceTArtificial Intelligence22915 worksSparse Optimization for Unsupervised Extractive Summarization of Long Documents with the Frank-Wolfe AlgorithmWSparse Optimization for...preprint / 2022Testing the Nullspace Property using Semidefinite ProgrammingWTesting the Nullspace P...preprint / 2010Large-Scale Sparse Principal Component Analysis with Application to Text DataWLarge-Scale Sparse Prin...preprint / 2012Sparse Identification of Posynomial ModelsWSparse Identification o...preprint / 2014Robust sketching for multiple square-root LASSO problemsWRobust sketching for mu...preprint / 2014Approximation Bounds for Sparse ProgramsWApproximation Bounds fo...preprint / 2021Sparse PCA: Convex Relaxations, Algorithms and ApplicationsWSparse PCA: Convex Rela...preprint / 2010Optimal Solutions for Sparse Principal Component AnalysisWOptimal Solutions for S...preprint / 2007Approximation Bounds for Sparse Principal Component AnalysisWApproximation Bounds fo...preprint / 2012
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Laurent El Ghaoui

Researcher