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Optimisation des parcours patients pour lutter contre l'errance de diagnostic des patients atteints de maladies rares

Frédéric Logé , Rémi Besson , Stéphanie Allassonnière
Journées de Statistiques de la SFDS, May 2020, Nice, France
Conference papers hal-02973092v1
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Geom-SPIDER-EM: Faster Variance Reduced Stochastic Expectation Maximization for Nonconvex Finite-Sum Optimization

Gersende Fort , Eric Moulines , Hoi-To Wai
2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Jun 2021, Toronto, Canada
Conference papers hal-03021394v2

Bayesian Estimation and Comparison of Moment Condition Models

Siddhartha Chib , Minchul Shin , Anna Simoni
Journal of the American Statistical Association, 2018, 113 (524), pp.1656-1668. ⟨10.1080/01621459.2017.1358172⟩
Journal articles hal-03089882v1
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Convergent Stochastic Expectation Maximization algorithm with efficient sampling in high dimension. Application to deformable template model estimation

Stéphanie Allassonniere , Estelle Kuhn
2013
Preprints, Working Papers, ... hal-00720617v4
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Volatility made observable at last

Michel Fliess , Cédric Join , Frédéric Hatt
3èmes Journées Identification et Modélisation Expérimentale, JIME'2011, Apr 2011, Douai, France. pp.CDROM
Conference papers hal-00562488v1
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Bayesian optimal adaptive estimation using a sieve prior

Julyan Arbel , Ghislaine Gayraud , Judith Rousseau
Scandinavian Journal of Statistics, 2013, ⟨10.1002/sjos.12002⟩
Journal articles hal-01203280v1

On computational tools for Bayesian data analysis

Christian Robert , Jean-Michel Marin
2010
Preprints, Working Papers, ... hal-00473020v1

Bayesian Inference and computation

Christian Robert , Jean-Michel Marin , Judith Rousseau
D. Balding, M. Stumpf, M. Girolami. Handbook of Statistical Systems Biology, John Wiley, pp.39-65, 2011, 978-0-470-71086-9
Book sections hal-00473021v1

Importance sampling methods for Bayesian discrimination between embedded models

Jean-Michel Marin , Christian Robert
M.-H. Chen, D. Dey, P. Mueller, D. Sun and K. Ye. Frontiers of Statistical Decision Making and Bayesian Analysis, Springer-Verlag, New York, pp.513-527, 2010
Book sections hal-00424475v1

Simulation of truncated normal variables

Christian Robert
2009
Preprints, Working Papers, ... hal-00431310v1

La méthodologie de MORGOAT : Enquête tourisme en Bretagne

Myriam Maumy , Jean-Claude Deville
Méthodes d'enquêtes et sondages. Pratiques européenne et nord-américaine, Dunod, pp.393-398, 2006, Sciences Sup
Book sections hal-00356581v1

Bayesian Core: A practical approach to computational Bayesian statistics

Jean-Michel Marin , Christian Robert
Springer Verlag, New York, pp.258, 2007, Springer Textbooks in Statistics, ⟨10.1007/978-0-387-38983-7⟩
Books hal-00450489v1
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Supplement to "High-dimensional Bayesian inference via the Unadjusted Langevin Algorithm

Alain Durmus , Éric Moulines
2018
Preprints, Working Papers, ... hal-01176084v5
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Dealing with missing data in model-based clustering through a MNAR model

Christophe Biernacki , Gilles Celeux , Julie Josse , Fabien Laporte
CRoNos & MDA 2019 - Meeting and Workshop on Multivariate Data Analysis and Software, Apr 2019, Limassol, Cyprus
Conference papers hal-02103347v1
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Contributions to statistical aspects of extreme value theory and risk assessment

Gilles Stupfler
Statistics [math.ST]. Université de Rennes 1 (UR1), 2020
Habilitation à diriger des recherches tel-03142415v1
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Bayesian algorithms in high dimension, application to cosmology

Gabriel Ducrocq
Statistics [math.ST]. Institut Polytechnique de Paris, 2022. English. ⟨NNT : 2022IPPAG001⟩
Theses tel-03675230v1

Reflecting about Selecting Noninformative Priors

Kaniav Kamary , Christian P. Robert
2014
Preprints, Working Papers, ... hal-01067924v1
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Revisiting Identification Concepts in Bayesian Analysis

Jean-Pierre Florens , Anna Simoni
Annals of Economics and Statistics, 2021, 144, pp.1-38. ⟨10.15609/annaeconstat2009.144.0001⟩
Journal articles hal-03504692v1
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CREDIBILITY INTERVAL DESIGN FOR COVID19 REPRODUCTION NUMBER FROM NONSMOOTH LANGEVIN-TYPE MONTE CARLO SAMPLING

Hugo Artigas , Barbara Pascal , Gersende Fort , Patrice Abry , Nelly Pustelnik
pp.2196-2200, 2022, Proceedings of the 30th European Signal Processing Conference (EUSIPCO),, ⟨10.23919/EUSIPCO55093.2022.9909547⟩
Proceedings hal-03371837v3
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Nonparametric imputation by data depth

Pavlo Mozharovskyi , Julie Josse , François Husson
Journal of the American Statistical Association, 2020, 115 (529), pp.241-253. ⟨10.1080/01621459.2018.1543123⟩
Journal articles hal-01440269v1
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Main effects and interactions in mixed and incomplete data frames

Geneviève Robin , Olga Klopp , Julie Josse , Éric Moulines , Robert Tibshirani
Journal of the American Statistical Association, 2019, ⟨10.1080/01621459.2019.1623041⟩
Journal articles hal-02423445v1
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Policy evaluation, high-dimension and machine learning

Jérémy L'Hour
Methodology [stat.ME]. Université Paris Saclay (COmUE), 2019. English. ⟨NNT : 2019SACLG008⟩
Theses tel-02441794v1
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Incomplete graphical model inference via latent tree aggregation

Geneviève Robin , Christophe Ambroise , Stephane S. Robin
Statistical Modelling, 2019, 19 (5), pp.545-568. ⟨10.1177/1471082X18786289⟩
Journal articles hal-01686841v1
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Nonparametric estimation of a shot-noise process

Paul Ilhe , François Roueff , Éric Moulines , Antoine Souloumiac
SSP 16 - Statistical Signal Processing Workshop, IEEE Signal Processing Society, Jun 2016, Palma de Mallorca, Spain. pp.7551709, ⟨10.1109/SSP.2016.7551709⟩
Conference papers hal-01418963v1
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The Tamed Unadjusted Langevin Algorithm

Nicolas Brosse , Alain Durmus , Éric Moulines , Sotirios Sabanis
Stochastic Processes and their Applications, 2018, ⟨10.1016/j.spa.2018.10.002⟩
Journal articles hal-01648667v1

À propos de l'article de N. Vayatis "Bayésiens contre fréquentistes, un faux débat

Christian Robert
La Recherche, 2008, 424, pp.6
Journal articles hal-00359620v1
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Unsupervised Segmentation of Spectral Images with a Spatialized Gaussian Mixture Model and Model Selection

Serge X. Cohen , E. Le Pennec
Oil & Gas Science and Technology - Revue d'IFP Energies nouvelles, 2014, 69 (2), pp.245-259. ⟨10.2516/ogst/2014013⟩
Journal articles hal-01933379v1
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Uncertainty analysis methodology for multi-physics coupled rod ejection accident

G.-K Delipei , J. Garnier , J-C Le Pallec , B. Normand
International Conference on Mathematics and Computational Methods Applied to Nuclear Science and Engineering (M&C 2019), Aug 2019, Portland, United States
Conference papers hal-02907458v1
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Fast Incremental Expectation Maximization for finite-sum optimization: nonasymptotic convergence

Gersende Fort , Pierre Gach , Eric Moulines
Statistics and Computing, In press, 31 (48), ⟨10.1007/s11222-021-10023-9⟩
Journal articles hal-02617725v2
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The perturbed prox-preconditioned spider algorithm: non-asymptotic convergence bounds

Gersende Fort , E Moulines
SSP 2021 - IEEE Statistical Signal Processing Workshop, Jul 2021, Rio de Janeiro, Brazil
Conference papers hal-03183775v2