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Estimation and imputation in Probabilistic Principal Component Analysis with Missing Not At Random data

 Aude Sportisse , Claire Boyer , Julie Josse
NeurIPS, Neural Information Processing Systems, Dec 2020, Vancouver, Canada
Communication dans un congrès hal-02146983v3
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Model-based Clustering with Missing Not At Random Data

 Aude Sportisse , Matthieu Marbac , Fabien Laporte , Gilles Celeux , Claire Boyer , et al.
2023
Pré-publication, Document de travail hal-03494674v4
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An analysis of the noise schedule for score-based generative models

 Stanislas Strasman , Antonio Ocello , Claire Boyer , Sylvain Le Corff , Vincent Lemaire
2024
Pré-publication, Document de travail hal-04441680v1
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An algorithm for variable density sampling with block-constrained acquisition

 Claire Boyer , Pierre Weiss , Jérémie Bigot
SIAM Journal on Imaging Sciences, 2014, 7 (2), pp.1080--1107
Article dans une revue hal-00873873v4
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Block-constrained compressed sensing

 Claire Boyer
Information Theory [math.IT]. Université Paul Sabatier, 2015. English. ⟨NNT : ⟩
Thèse tel-01264178v1
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Compressed sensing and the synthesis formulation

 Claire Boyer , Jonas Kahn , Maximilian März , Pierre Weiss
SPARS, Jul 2019, TOULOUSE, France
Communication dans un congrès hal-02374485v1
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Analyzing the tree-layer structure of Deep Forests

 Ludovic Arnould , Claire Boyer , Erwan Scornet , Sorbonne Lpsm
International Conference on Machine Learning (ICML), Jul 2021, online, France
Communication dans un congrès hal-02974199v4

Entretien des bords de routes et chemins : validation d'une grille d'évaluation et analyse typologique sur un territoire

 Claire Boyer , Jean-Jules Joly , Stéphanie Privat
2004, 14 p
Autre publication scientifique hal-01458543v1
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Proximal boosting: aggregating weak learners to minimize non-differentiable losses

 Erwan Fouillen , Claire Boyer , Maxime Sangnier
Neurocomputing, 2023, ⟨10.1016/j.neucom.2022.11.065⟩
Article dans une revue hal-01853244v4
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Imputation and low-rank estimation with Missing Not At Random data

 Aude Sportisse , Claire Boyer , Julie Josse
Statistics and Computing, 2020, ⟨10.1007/s11222-020-09963-5⟩
Article dans une revue hal-01964720v3
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On oracle-type local recovery guarantees in compressed sensing

 Ben Adcock , Claire Boyer , Simone Brugiapaglia
Information and Inference, 2020
Article dans une revue hal-01811947v2
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On Representer Theorems and Convex Regularization

 Claire Boyer , Antonin Chambolle , Yohann de Castro , Vincent Duval , Frédéric de Gournay , et al.
SIAM Journal on Optimization, 2019, 29 (2), pp.1260-1281. ⟨10.1137/18M1200750⟩
Article dans une revue hal-01823135v3
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Convergence and error analysis of PINNs

 Nathan Doumèche , Gérard Biau , Claire Boyer
2023
Pré-publication, Document de travail hal-04085519v1
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Impact of missing data on mixtures and clustering with illustrations in Biology and Medicine

 Christophe Biernacki , Claire Boyer , Gilles Celeux , Julie Josse , Fabien Laporte , et al.
ASA 2022 - Apprentissage Statistiques et Applications, Jun 2022, Poitiers, France
Communication dans un congrès hal-03936781v1
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Random features models: a way to study the success of naive imputation

 Alexis Ayme , Claire Boyer , Aymeric Dieuleveut , Erwan Scornet
2024
Pré-publication, Document de travail hal-04440304v1
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Sampling Rates for l1-Synthesis

 Maximilian März , Claire Boyer , Jonas Kahn , Pierre Weiss
Foundations of Computational Mathematics, 2022
Article dans une revue hal-02540711v2
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Impact of Missing Data on Mixtures and Clustering

 Christophe Biernacki , Claire Boyer , Gilles Celeux , Julie Josse , Fabien Laporte , et al.
MHC2021 - Mixtures, Hidden Markov Models, Clustering, Jun 2021, Orsay, France
Communication dans un congrès hal-03505664v1
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HYR2PICS: Hybrid Regularized Reconstruction for combined Parallel Imaging and Compressive Sensing in MRI

 Claire Boyer , Philippe Ciuciu , Pierre Weiss , Sébastien Meriaux
IEEE International Symposium on Biomedical Imaging, May 2012, Barcelone, Spain
Communication dans un congrès cea-00691623v1
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Compressed sensing with structured sparsity and structured acquisition

 Claire Boyer , Jérémie Bigot , Pierre Weiss
Applied and Computational Harmonic Analysis, 2017
Article dans une revue hal-01149456v2
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An analysis of block sampling strategies in compressed sensing

 Jérémie Bigot , Claire Boyer , Pierre Weiss
IEEE Transactions on Information Theory, 2016, 62 (4), pp.2125--2139
Article dans une revue hal-00823711v4

Adapting to unknown noise level in sparse deconvolution

 Claire Boyer , Yohann de Castro , Joseph Salmon
Information and Inference, 2017
Article dans une revue hal-01588129v1
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Impact of missing data on mixtures and clustering with illustrations in Biology and Medicine

 Christophe Biernacki , Claire Boyer , Gilles Celeux , Julie Josse , Fabien Laporte , et al.
SPSR 2023 - The 24th annual Conference of the Romanian Society of Probability and Statistics, Apr 2023, Bucarest, Romania
Communication dans un congrès hal-04370870v1
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Sur la génération de schémas d'échantillonnage compressé en IRM

 Pierre Weiss , Nicolas Chauffert , Claire Boyer , Jonas Kahn , Philippe Ciuciu
GRETSI, Patrice Abry; Paulo Gonçalves, Sep 2015, Lyon, France. pp.4
Communication dans un congrès hal-01255325v1
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Debiasing Stochastic Gradient Descent to handle missing values

 Aude Sportisse , Claire Boyer , Aymeric Dieuleveut , Julie Josse
NeurIPS 2020 - 34th Conference on Neural Information Processing Systems, Dec 2020, Vancouver, Canada
Communication dans un congrès hal-02483651v2
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On the generation of sampling schemes for Magnetic Resonance Imaging

 Claire Boyer , Nicolas Chauffert , Philippe Ciuciu , Jonas Kahn , Pierre Weiss
SIAM Journal on Imaging Sciences, 2016, 9 (4), pp.2039-20972
Article dans une revue hal-01373758v2
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Robust Lasso-Zero for sparse corruption and model selection with missing covariates

 Pascaline Descloux , Claire Boyer , Julie Josse , Aude Sportisse , Sylvain Sardy
Scandinavian Journal of Statistics, 2022
Article dans une revue hal-02569696v2
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Accompanying note : Model-based Clustering with Missing Not At Random Data

 Aude Sportisse , Matthieu Marbac , Fabien Laporte , Gilles Celeux , Claire Boyer , et al.
2023
Pré-publication, Document de travail hal-04358192v1
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Physics-informed machine learning as a kernel method

 Nathan Doumèche , Francis Bach , Gérard Biau , Claire Boyer
2024
Pré-publication, Document de travail hal-04447750v1
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