Phase recovery, MaxCut and complex semidefinite programming
Waldspurger, Irène, d’Aspremont, Alexandre, Mallat, Stéphane
Published in Mathematical programming (01.02.2015)
Published in Mathematical programming (01.02.2015)
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Journal Article
Regularized nonlinear acceleration
Scieur, Damien, d’Aspremont, Alexandre, Bach, Francis
Published in Mathematical programming (01.01.2020)
Published in Mathematical programming (01.01.2020)
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Journal Article
Phase retrieval for imaging problems
Fogel, Fajwel, Waldspurger, Irène, d’Aspremont, Alexandre
Published in Mathematical programming computation (01.09.2016)
Published in Mathematical programming computation (01.09.2016)
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Journal Article
Quartic First-Order Methods for Low-Rank Minimization
Dragomir, Radu-Alexandru, d’Aspremont, Alexandre, Bolte, Jérôme
Published in Journal of optimization theory and applications (01.05.2021)
Published in Journal of optimization theory and applications (01.05.2021)
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Journal Article
Global Tracking and Quantification of Oil and Gas Methane Emissions from Recurrent Sentinel‑2 Imagery
Ehret, Thibaud, De Truchis, Aurélien, Mazzolini, Matthieu, Morel, Jean-Michel, d’Aspremont, Alexandre, Lauvaux, Thomas, Duren, Riley, Cusworth, Daniel, Facciolo, Gabriele
Published in Environmental science & technology (19.07.2022)
Published in Environmental science & technology (19.07.2022)
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Journal Article
A spectral algorithm for fast de novo layout of uncorrected long nanopore reads
Recanati, Antoine, Brüls, Thomas, d'Aspremont, Alexandre
Published in Bioinformatics (Oxford, England) (15.10.2017)
Published in Bioinformatics (Oxford, England) (15.10.2017)
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Journal Article
A Direct Formulation for Sparse PCA Using Semidefinite Programming
d'Aspremont, Alexandre, Ghaoui, Laurent El, Jordan, Michael I., Lanckriet, Gert R. G.
Published in SIAM review (01.09.2007)
Published in SIAM review (01.09.2007)
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Journal Article
Approximation bounds for sparse principal component analysis
d’Aspremont, Alexandre, Bach, Francis, Ghaoui, Laurent El
Published in Mathematical programming (01.12.2014)
Published in Mathematical programming (01.12.2014)
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Journal Article
Deep learning enables image-based tree counting, crown segmentation, and height prediction at national scale
Li, Sizhuo, Brandt, Martin, Fensholt, Rasmus, Kariryaa, Ankit, Igel, Christian, Gieseke, Fabian, Nord-Larsen, Thomas, Oehmcke, Stefan, Carlsen, Ask Holm, Junttila, Samuli, Tong, Xiaoye, d'Aspremont, Alexandre, Ciais, Philippe
Published in PNAS nexus (01.04.2023)
Published in PNAS nexus (01.04.2023)
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Journal Article
Second order accurate distributed eigenvector computation for extremely large matrices
El Karoui, Noureddine, d’Aspremont, Alexandre
Published in Electronic journal of statistics (01.01.2010)
Published in Electronic journal of statistics (01.01.2010)
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Journal Article
Nonlinear acceleration of momentum and primal-dual algorithms
Bollapragada, Raghu, Scieur, Damien, d’Aspremont, Alexandre
Published in Mathematical programming (01.03.2023)
Published in Mathematical programming (01.03.2023)
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Journal Article
Optimal complexity and certification of Bregman first-order methods
Dragomir, Radu-Alexandru, Taylor, Adrien B., d’Aspremont, Alexandre, Bolte, Jérôme
Published in Mathematical programming (01.07.2022)
Published in Mathematical programming (01.07.2022)
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Journal Article
Restarting Frank–Wolfe: Faster Rates under Hölderian Error Bounds
Kerdreux, Thomas, d’Aspremont, Alexandre, Pokutta, Sebastian
Published in Journal of optimization theory and applications (01.03.2022)
Published in Journal of optimization theory and applications (01.03.2022)
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Journal Article