Approximate Bayesian Computation using Random Forest
Jean-Michel Marin
,
Pierre Pudlo
,
Louis Raynal
,
Arnaud A Estoup
,
Christian P. Robert
Validating and Expanding Approximate Bayesian Computation Methods (17w5025) , Banff International Research Station for Mathematical Innovation and Discovery (BIRS). MEX., Feb 2017, Banff, Canada
Communication dans un congrès
hal-02786888v1
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Elicitation of Experts' Knowledge for Functional Linear Regression
- Paul-Marie Grollemund
,
Christophe Abraham
,
Meïli Baragatti
,
- Pierre Pudlo
Poster de conférence
hal-02788256v1
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Large deviations and full Edgeworth expansions for finite Markov chains with applications to the analysis of genomic sequences
Pierre Pudlo
Article dans une revue
hal-00796643v1
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Consistency of the Adaptive Multiple Importance Sampling
Jean-Michel Marin
,
Pierre Pudlo
,
Mohammed Sedki
Article dans une revue
hal-01337195v1
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Reliable ABC model choice via random forests
Pierre Pudlo
,
Jean-Michel Marin
,
Arnaud Estoup
,
Jean-Marie Cornuet
,
Mathieu Gautier
,
et al.
Article dans une revue
hal-01067925v1
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Estimations précises de grandes déviations et applications à la statistique des séquences biologiques
Pierre Pudlo
Sciences du Vivant [q-bio]. Université Claude Bernard - Lyon I, 2004. Français.
⟨NNT : ⟩
Thèse
tel-00008517v1
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An overview on approximate bayesian computation
Meïli Baragatti
,
Pierre Pudlo
Journées MAS 2012 , Université Clermont Auvergne (UCA). FRA., Aug 2012, Clermont-Ferrand, France. 9 p
Communication dans un congrès
hal-02804673v1
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Bayesian computation via empirical likelihood.
Kerrie L Mengersen
,
Pierre Pudlo
,
Christian Robert
Proceedings of the National Academy of Sciences of the United States of America , 2013, 110 (4), pp.1321-1326.
⟨10.1073/pnas.1208827110⟩
Article dans une revue
hal-00796976v1
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Simulation of stochastic models of structured population in population genetics under neutrality
Pierre Pudlo
,
Mohammed Sedki
Journal of the Sfds , 2018, 159 (3), pp.126-141
Article dans une revue
hal-02024303v1
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The Normalized Graph Cut and Cheeger Constant: from Discrete to Continuous
Ery Arias-Castro
,
Bruno Pelletier
,
Pierre Pudlo
Article dans une revue
hal-00473264v3
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Resampling : an improvement in varying population size models
Coralie Merle
,
Raphaël Leblois
,
Pierre Pudlo
Mathematical and Computational Evolutionnary Biology 2015 , Jun 2015, Porquerolles, France.
, 2015
Poster de conférence
hal-02932290v1
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Application of ABC to Infer the Genetic History of Pygmy Hunter-Gatherer Populations from Western Central Africa
Arnaud A Estoup
,
Paul Verdu
,
Jean-Michel Marin
,
Christian Robert
,
Alexandre Dehne Garcia
,
et al.
Scott A. Sisson; Yanan Fan; Mark A. Beaumont.
Handbook of Approximate Bayesian Computation ,
Chapman and Hall , Chapter 18, 2019, Chapman & Hall/CRC Handbooks of Modern Statistical Methods, 9781439881507
Chapitre d'ouvrage
hal-02787321v1
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Bayesian Functional Linear Regression with Informative Prior Distribution
Paul-Marie Grollemund
,
Christophe Abraham
,
Meïli Baragatti
,
Pierre Pudlo
49. Journées de Statistique de la SFdS , May 2017, Avignon, France. 2017
Poster de conférence
hal-01974607v1
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An overview on approximate bayesian computation
Meïli Baragatti
,
Pierre Pudlo
Article dans une revue
hal-01593904v1
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Constraining the recent star formation history of galaxies: an approximate Bayesian computation approach
Grégoire Aufort
,
Laure Ciesla
,
Pierre Pudlo
,
Véronique Buat
Article dans une revue
hal-02532638v1
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Hidden Gibbs random fields model selection using Block Likelihood Information Criterion
Julien Stoehr
,
Jean-Michel Marin
,
Pierre Pudlo
Article dans une revue
hal-01330202v1
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Adaptive ABC model choice and geometric summary statistics for hidden Gibbs random fields
Julien Stoehr
,
Pierre Pudlo
,
Lionel Cucala
Article dans une revue
hal-00942797v2
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DIYABC v2.0: a software to make approximate Bayesian computation inferences about population history using single nucleotide polymorphism, DNA sequence and microsatellite data.
Jean-Marie Cornuet
,
Pierre Pudlo
,
Julien Veyssier
,
Alexandre Dehne-Garcia
,
Mathieu Gautier
,
et al.
Article dans une revue
hal-01337243v1
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Large deviations and full Edgeworth expansions for finite Markov chains with applications to the analysis of genomic sequences
Pierre Pudlo
Article dans une revue
hal-00654472v1
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Operator norm convergence of spectral clustering on level sets
Bruno Pelletier
,
Pierre Pudlo
Journal of Machine Learning Research , 2011, 12, pp.385-416
Article dans une revue
hal-00455730v1
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Estimation of density level sets with a given probability content
Benoît Cadre
,
Bruno Pelletier
,
Pierre Pudlo
Article dans une revue
hal-00796621v1
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Estimation du nombre de clusters à l'aide de l'algorithme de clustering spectral
Bruno Pelletier
,
Pierre Pudlo
41èmes Journées de Statistique, SFdS, Bordeaux , 2009, Bordeaux, France, France
Communication dans un congrès
inria-00386765v1
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Bayesian linear functional regression with sparse step function
Paul-Marie Grollemund
,
Christophe Abraham
,
Pierre Pudlo
,
Meïli Baragatti
22. International Conference on Computational Statistics (COMPSTAT). Satellite CRoNoS Workshop on Functional Data Analysis , Aug 2016, Oviedo, Spain. 101 p
Communication dans un congrès
hal-02738978v1
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Demographic inference from genetic data : consideration of an epidemiological model and a combinaition of different types of markers
Raphaël Leblois
,
Pierre Pudlo
,
Champak Reddy Beeravolu
,
François Rousset
Mathematical and Computational Evolutionnary Biology 2013 , May 2013, Montpellier, France
Poster de conférence
hal-02933720v1
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Convergence de la constante de Cheeger de graphes de voisinage.
Ery Arias-Castro
,
Bruno Pelletier
,
Pierre Pudlo
42èmes Journées de Statistique , 2010, Marseille, France, France
Communication dans un congrès
inria-00494789v1
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Approximate Bayesian computational methods
Jean-Michel Marin
,
Pierre Pudlo
,
Christian P. Robert
,
Robin Ryder
Article dans une revue
hal-00567240v2
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Maximum likelihood inference comparing sequence and allelic markers in a population of variable size: an Importance Sampling approach
Champak Beeravolu Reddy
,
Francois Rousset
,
Pierre Pudlo
,
Raphaël Leblois
Mathematical and Computational Evolutionnary Biology 2012 , Jun 2012, Montpellier, France.
, 2012
Poster de conférence
hal-02932322v1
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Interpretable Bayesian Functional Linear Regression
Paul-Marie Grollemund
,
Christophe Abraham
,
Meïli Baragatti
,
Pierre Pudlo
47. Journées de Statistique de la SFdS , Jun 2015, Lille, France. 2015
Poster de conférence
hal-01974608v1
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Bayesian Functional Linear Regression with Sparse Step Functions
Paul-Marie Grollemund
,
Christophe Abraham
,
Meïli Baragatti
,
Pierre Pudlo
Article dans une revue
hal-02628016v1
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Deciphering the Routes of invasion of Drosophila suzukii by Means of ABC Random Forest.
Antoine Fraimout
,
Vincent Debat
,
Simon Fellous
,
Ruth A Hufbauer
,
Julien Foucaud
,
et al.
Article dans une revue
hal-01582586v1
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