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AMF: Aggregated Mondrian Forests for Online Learning

Jaouad Mourtada , Stéphane Gaïffas , Erwan Scornet
2020
Preprints, Working Papers, ... hal-02976420v1

An improper estimator with optimal excess risk in misspecified density estimation and logistic regression

Jaouad Mourtada , Stéphane Gaïffas
2020
Preprints, Working Papers, ... hal-02976361v1

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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Mixture of hidden Markov models for accelerometer data

Marie Du Roy de Chaumaray , Matthieu Marbac , Fabien Navarro
Annals of Applied Statistics, 2020, 14 (4), pp.1834-1855. ⟨10.1214/20-AOAS1375⟩
Journal articles hal-02159581v3
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Leveraging regularization, projections and elliptical distributions in optimal transport

Boris Muzellec
Optimization and Control [math.OC]. Institut Polytechnique de Paris, 2020. English. ⟨NNT : 2020IPPAG009⟩
Theses tel-03084452v1

ABC methods for model choice in Gibbs random fields

Aude Grelaud , Christian Robert , Jean-Michel Marin
Comptes Rendus. Mathématique, 2009, 347 (3-4), pp.205-210. ⟨10.1016/j.crma.2008.12.009⟩
Journal articles hal-00450730v1
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Minimax hypothesis testing for curve registration

Olivier Collier
Electronic Journal of Statistics , 2012, 6, pp.1129-1154
Journal articles hal-00619808v2
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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
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Sparse Regression Learning by Aggregation and Langevin Monte-Carlo

Arnak S. Dalalyan , Alexandre Tsybakov
Journal of Computer and System Sciences, 2012, 78 (5), pp.1423-1443. ⟨10.1016/j.jcss.2011.12.023⟩
Journal articles hal-00362471v4
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Modélisation de pannes sur un réseau électrique souterrain

Sophie Donnet , Judith Rousseau
Journées MAS et Journée en l'honneur de Jacques Neveu, Aug 2010, Talence, France
Documents associated with scientific events inria-00510286v1
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Detection boundary in sparse regression

Yuri I. Ingster , Alexandre Tsybakov , Nicolas Verzelen
2010
Preprints, Working Papers, ... hal-00516259v1
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Bayesian nonparametric estimation of the spectral density of a long or intermediate memory Gaussian process

Judith Rousseau , Nicolas Chopin , Brunero Liseo
Annals of Statistics, 2012, 40 (2), pp.964-995. ⟨10.1214/11-AOS955SUPP⟩
Journal articles hal-00504969v1
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Computing and estimating information matrices of weak ARMA models

Yacouba Boubacar Mainassara , Michel Carbon , Christian Francq
2011
Preprints, Working Papers, ... hal-00555305v1

On resolving the Savage–Dickey paradox

Jean-Michel Marin , Christian P. Robert
Electronic Journal of Statistics , 2010, 4, pp.643-654. ⟨10.1214/10-EJS564⟩
Journal articles hal-00423846v1

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

A simple integer-valued bilinear time series model

Paul Doukhan , Alain Latour , D. Oraichi
Advances in Applied Probability, 2006, 38 (2), pp.559-578. ⟨10.1239/aap/1151337085⟩
Journal articles hal-00267627v1
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Weakly dependent random fields with infinite interactions - paru sous le titre "A fixed point approach to model random fields

Paul Doukhan , Lionel Truquet
ALEA : Latin American Journal of Probability and Mathematical Statistics, 2007, 3, pp.111-132
Journal articles hal-00141713v1
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A storage model with random release rate for modeling exposure to food contaminants

Patrice Bertail , Stéphan Clémençon , Jessica Tressou
2007
Preprints, Working Papers, ... hal-00138279v3
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Efficiency in large dynamic panel models with common factor

Patrick Gagliardini , Christian Gourieroux
41èmes Journées de Statistique, SFdS, Bordeaux, 2009, Bordeaux, France, France
Conference papers inria-00386744v1
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ProDiGe: PRioritization Of Disease Genes with multitask machine learning from positive and unlabeled examples

Fantine Mordelet , Jean-Philippe Vert
2011
Preprints, Working Papers, ... hal-00594774v1

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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Résultats asymptotiques pour la méthode systématique de Deville

Guillaume Chauvet , Jean-Claude Deville
42èmes Journées de Statistique, 2010, Marseille, France, France
Conference papers inria-00494679v1
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Wasserstein regularization for sparse multi-task regression

Hicham Janati , Marco Cuturi , Alexandre Gramfort
AISTATS 2019 - 22nd International Conference on Artificial Intelligence and Statistics, Apr 2019, Naha, Japan
Conference papers hal-02304176v1
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Enjeux de la formation statistique en Afrique sub-saharienne : l'expérience des écoles de statistique africaines

François Coquet , Abdou Diouf , Emilie Laffiteau
2020
Preprints, Working Papers, ... hal-02505399v1

Clustering multivariate functional data using unsupervised binary trees

Steven Golovkine , Nicolas Klutchnikoff , Valentin Patilea
Computational Statistics and Data Analysis, 2022, 168, pp.article n°107376. ⟨10.1016/j.csda.2021.107376⟩
Journal articles hal-03391643v1
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Simpler PAC-Bayesian Bounds for Hostile Data

Pierre Alquier , Benjamin Guedj
Machine Learning, 2018, 107 (5), pp.887-902. ⟨10.1007/s10994-017-5690-0⟩
Journal articles hal-01385064v3