Block-Based Refitting in ℓ12 Sparse Regularization
Deledalle, Charles-Alban, Papadakis, Nicolas, Salmon, Joseph, Vaiter, Samuel
Published in Journal of mathematical imaging and vision (2021)
Published in Journal of mathematical imaging and vision (2021)
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Journal Article
Model Consistency of Partly Smooth Regularizers
Vaiter, Samuel, Peyre, Gabriel, Fadili, Jalal
Published in IEEE transactions on information theory (01.03.2018)
Published in IEEE transactions on information theory (01.03.2018)
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Journal Article
Accelerated Alternating Descent Methods for Dykstra-Like Problems
Chambolle, Antonin, Tan, Pauline, Vaiter, Samuel
Published in Journal of mathematical imaging and vision (01.11.2017)
Published in Journal of mathematical imaging and vision (01.11.2017)
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Journal Article
Gradient scarcity with Bilevel Optimization for Graph Learning
Ghanem, Hashem, Vaiter, Samuel, Keriven, Nicolas
Published in Transactions on Machine Learning Research Journal (2024)
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Published in Transactions on Machine Learning Research Journal (2024)
Journal Article
Block-Based Refitting in $$\ell _{12}$$ Sparse Regularization
Deledalle, Charles-Alban, Papadakis, Nicolas, Salmon, Joseph, Vaiter, Samuel
Published in Journal of mathematical imaging and vision (01.02.2021)
Published in Journal of mathematical imaging and vision (01.02.2021)
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Journal Article
Stein Unbiased GrAdient estimator of the Risk (SUGAR) for Multiple Parameter Selection
Deledalle, Charles-Alban, Vaiter, Samuel, Fadili, Jalal, Peyré, Gabriel
Published in SIAM journal on imaging sciences (01.01.2014)
Published in SIAM journal on imaging sciences (01.01.2014)
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Journal Article
Maximal Solutions of Sparse Analysis Regularization
Barbara, Abdessamad, Jourani, Abderrahim, Vaiter, Samuel
Published in Journal of optimization theory and applications (01.02.2019)
Published in Journal of optimization theory and applications (01.02.2019)
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Journal Article
Local linear convergence of proximal coordinate descent algorithm
Klopfenstein, Quentin, Bertrand, Quentin, Gramfort, Alexandre, Salmon, Joseph, Vaiter, Samuel
Published in Optimization letters (2024)
Published in Optimization letters (2024)
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Journal Article
Robust Sparse Analysis Regularization
Vaiter, S., Peyre, G., Dossal, C., Fadili, J.
Published in IEEE transactions on information theory (01.04.2013)
Published in IEEE transactions on information theory (01.04.2013)
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Journal Article
A sharp oracle inequality for Graph-Slope
Bellec, Pierre C., Salmon, Joseph, Vaiter, Samuel
Published in Electronic journal of statistics (01.01.2017)
Published in Electronic journal of statistics (01.01.2017)
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Journal Article
Model selection with low complexity priors
Vaiter, Samuel, Golbabaee, Mohammad, Fadili, Jalal, Peyré, Gabriel
Published in Information and inference (01.09.2015)
Published in Information and inference (01.09.2015)
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Journal Article