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69 résultats
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Characterizing the maximum parameter of the total-variation denoising through the pseudo-inverse of the divergenceSignal Processing with Adaptive Sparse Structured Representations (SPARS'17), Jun 2017, Lisbon, Portugal
Communication dans un congrès
hal-01412059v1
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Score-Based Change Detection For Gradient-Based Learning MachinesICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Jun 2021, Toronto, France. pp.4990-4994, ⟨10.1109/ICASSP39728.2021.9414085⟩
Communication dans un congrès
hal-03561987v1
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Debiasing the Elastic Net for models with interactionsJDS2020, May 2020, Nice, France
Communication dans un congrès
hal-02995645v1
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Probabilistic low-rank matrix completion on finite alphabetsNIPS, Dec 2014, Montreal, Canada
Communication dans un congrès
hal-01081805v1
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Mathematical programming for influence diagrams2019
Pré-publication, Document de travail
hal-02043198v1
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Image denoising with patch based PCA: local versus globalBMVC 2011 - 22nd British Machine Vision Conference, Aug 2011, Dundee, United Kingdom. pp.25.1-25.10, ⟨10.5244/C.25.25⟩
Communication dans un congrès
hal-00654289v1
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An aggregated point of view on NL-Means2010
Autre publication scientifique
hal-00944107v1
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Non-Local Methods with Shape-Adaptive Patches (NLM-SAP)Journal of Mathematical Imaging and Vision, 2012, 43 (2), pp.103-120. ⟨10.1007/s10851-011-0294-y⟩
Article dans une revue
istex
hal-00536723v1
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Model identification and local linear convergence of coordinate descent2020
Pré-publication, Document de travail
hal-03019711v1
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Exploiting regularity in sparse Generalized Linear ModelsSPARS 2019 - Signal Processing with Adaptive Sparse Structured Representations, Jul 2019, Toulouse, France
Communication dans un congrès
hal-02288859v1
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Handling correlated and repeated measurements with the smoothed multivariate square-root LassoNeurIPS 2019 - Neural Information Processing Systems, Dec 2019, Vancouver, Canada
Communication dans un congrès
hal-02010014v3
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High-Dimensional Private Empirical Risk Minimization by Greedy Coordinate DescentAISTATS 2023 - International Conference on Artificial Intelligence and Statistics, Apr 2023, Valencia, Spain
Communication dans un congrès
hal-03714465v3
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Poisson noise reduction with non-local PCAJournal of Mathematical Imaging and Vision, 2014, 48 (2), pp.279-294. ⟨10.1007/s10851-013-0435-6⟩
Article dans une revue
hal-00957837v1
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A hierarchical Bayesian perspective on majorization-minimization for non-convex sparse regression: application to M/EEG source imagingInverse Problems, 2018, 34 (8), pp.085010
Article dans une revue
hal-01970744v1
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Stable Recovery with Analysis Decomposable PriorsSPARS 2013, Jul 2013, Lausanne, Switzerland. 1 pp
Communication dans un congrès
hal-00926727v1
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Stochastic smoothing of the top-K calibrated hinge loss for deep imbalanced classificationICML 2022 - 39th International Conference on Machine Learning, Jul 2022, Baltimore, United States. pp.7208-7222
Communication dans un congrès
hal-03828747v1
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Learning Heteroscedastic Models by Convex Programming under Group SparsityProceedings of the 30 th International Conference on Machine Learning, 2013, http://icml.cc/2013/?page_id=43
Article dans une revue
hal-00813908v1
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Implicit differentiation of Lasso-type models for hyperparameter optimizationICML 2020 - 37th International Conference on Machine Learning, Jul 2020, Vienna / Virtuel, Austria
Communication dans un congrès
hal-02532683v2
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Electromagnetic neural source imaging under sparsity constraints with SURE-based hyperparameter tuningMedical imaging meets NeurIPS 2021, Dec 2021, Sydney, Australia
Communication dans un congrès
hal-03418092v1
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Spatially relaxed inference on high-dimensional linear modelsStatistics and Computing, 2021, 32 (83), ⟨10.1007/s11222-022-10139-6⟩
Article dans une revue
hal-03887430v1
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Adaptative Multinomial Matrix CompletionElectronic Journal of Statistics , 2015
Article dans une revue
hal-02287317v1
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Integer Programming on the Junction Tree Polytope for Influence DiagramsINFORMS Journal on Optimization, 2020, 2 (3), pp.209-228. ⟨10.1287/ijoo.2019.0036⟩
Article dans une revue
hal-03573225v1
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Block based refitting in $\ell_{12}$ sparse regularisationJournal of Mathematical Imaging and Vision, 2021, 63, pp.216-236. ⟨10.1007/s10851-020-00993-2⟩
Article dans une revue
hal-02330441v1
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LassoBench: A High-Dimensional Hyperparameter Optimization Benchmark Suite for Lasso2021
Pré-publication, Document de travail
hal-03562043v1
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Efficient Smoothed Concomitant Lasso Estimation for High Dimensional RegressionJournal of Physics: Conference Series, 2017, Journal of Physics: Conference Series, J. Phys.: Conf. Ser. 904 012006, ⟨10.1088/1742-6596/904/1/012006⟩
Article dans une revue
hal-01404966v1
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Generalized Concomitant Multi-Task Lasso for Sparse Multimodal Regression21st International Conference on Artificial Intelligence and Statistics (AISTATS 2018), Apr 2018, Lanzarote, Spain
Communication dans un congrès
hal-01812011v1
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Adaptive Multinomial Matrix CompletionElectronic Journal of Statistics , 2015
Article dans une revue
hal-01058447v1
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Decoding with Confidence: Statistical Control on Decoder MapsNeuroImage, 2021, pp.117921. ⟨10.1016/j.neuroimage.2021.117921⟩
Article dans une revue
hal-03179728v1
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ElasticNet avec gestion des interactions et débiaisageExtraction et Gestion des Connaissances (EGC) - 2021, Jan 2021, Montpellier, France
Communication dans un congrès
hal-03238017v1
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Sharp Oracle Inequalities for Aggregation of Affine EstimatorsAnnals of Statistics, 2012, 40 (4), pp.2327-2355. ⟨10.1214/12-AOS1038⟩
Article dans une revue
hal-00587225v3
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