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Structure: Internal structure identifier : 245281
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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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Routing Game on Parallel Networks: the Convergence of Atomic to Nonatomic

Paulin Jacquot , Cheng Wan
CDC 2018 - IEEE 57th Conference on Decision and Control, IEEE, Dec 2018, Miami, United States
Conference papers hal-01762547v1

Clustering and flow around a sphere moving into a grain cloud

A. Seguin , Aline Lefebvre-Lepot , P. Gondret , Sylvain Faure
European Physical Journal E: Soft matter and biological physics, 2016, 39 (6), ⟨10.1140/epje/i2016-16063-0⟩
Journal articles hal-03030504v1
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Bandlet Image Estimation with Model Selection

Charles H Dossal , Erwan Le Pennec , Stéphane Mallat
Signal Processing, 2011, 91 (12), pp.2743-2753. ⟨10.1016/j.sigpro.2011.01.013⟩
Journal articles hal-00321965v2
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Modèles de classification non supervisée avec données manquantes non au hasard

Fabien Laporte , Christophe Biernacki , Gilles Celeux , Julie Josse
JdS 2019 - 51e journées de statistique de la Sfds, Jun 2019, Nancy, France
Conference papers hal-02398984v1

Some discussions on the Read Paper "Beyond subjective and objective in statistics" by A. Gelman and C. Hennig

Christian Robert , Gilles Celeux , Jack Jewson , Julie Josse , Jean-Michel Marin , et al.
2017
Preprints, Working Papers, ... hal-01968779v1

Dealing with missing data in model-based clustering through a MNAR model

Christophe Biernacki , Gilles Celeux , Julie Josse , Fabien Laporte
CMStatistics 2018 - 11th International Conference of the ERCIM WG on Computational and Methodological Statistics, Dec 2018, Pise, Italy
Conference papers hal-01949120v1
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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⟩
Journal articles hal-01823135v3
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Particle rejuvenation of Rao-Blackwellized Sequential Monte Carlo smoothers for Conditionally Linear and Gaussian models

Ngoc Minh Nguyen , Sylvain Le Corff , Éric Moulines
EURASIP Journal on Advances in Signal Processing, 2017, 54, ⟨10.1186/s13634-017-0489-5⟩
Journal articles hal-01555274v1

A quantitative Mc Diarmid's inequality for geometrically ergodic Markov chains

Antoine Havet , Matthieu Lerasle , Éric Moulines , Elodie Vernet
Electronic Communications in Probability, 2020
Journal articles hal-02177452v1
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A Bayesian nonparametric approach for generalized Bradley-Terry models in random environment

Sylvain Le Corff , Matthieu Lerasle , Elodie Vernet
2018
Preprints, Working Papers, ... hal-01860352v1

Practical drift conditions for subgeometric rates of convergence

Randal Douc , Gersende Fort , Éric Moulines , Philippe Soulier
Annals of Applied Probability, 2004, 14 (3), pp.1353-1377. ⟨10.1214/105051604000000323⟩
Journal articles hal-00147616v1
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Game on Random Environment, Mean-field Langevin System and Neural Networks

Giovanni Conforti , Anna Kazeykina , Zhenjie Ren
2020
Preprints, Working Papers, ... hal-02532096v2
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Sequential model aggregation for production forecasting

Raphaël Deswarte , Véronique Gervais , Gilles Stoltz , Sébastien da Veiga
Computational Geosciences, 2019, 23 (5), pp.1107-1124. ⟨10.1007/s10596-019-09872-1⟩
Journal articles hal-01939813v2

Partition-Based Conditional Density Estimation

Serge X. Cohen , Erwan Le Pennec
ESAIM: Probability and Statistics, 2013, 17, pp.672--697. ⟨10.1051/ps/2012017⟩
Journal articles hal-00915854v1
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Adaptive Importance Sampling in General Mixture Classes

Olivier Cappé , Randal Douc , Arnaud Guillin , Jean-Michel Marin , Christian P. Robert
Statistics and Computing, 2008, 18 (4), pp.447-459. ⟨10.1007/s11222-008-9059-x⟩
Journal articles hal-00180669v4
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MONK -- Outlier-Robust Mean Embedding Estimation by Median-of-Means

Matthieu Lerasle , Zoltán Szabó , Timothée Mathieu , Guillaume Lecué
ICML 2019 - 36th International Conference on Machine Learning, Jun 2019, Long Beach, United States
Conference papers hal-01705881v5
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Impact of demography on extinction/fixation events

Camille Coron , Sylvie Méléard , Denis Villemonais
Journal of Mathematical Biology, 2019, 78 (3), pp.549-577. ⟨10.1007/s00285-018-1283-1⟩
Journal articles hal-01514977v2
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Agrégation PAC-bayésienne d'estimateurs par projection

Lucie Montuelle , Erwan Le Pennec
46e Journées de Statistique, SFdS, Jun 2014, Rennes, France
Conference papers hal-01097173v1
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Empirical Bayes approaches to PageRank type algorithms for rating scientific journals

Jean-Louis Foulley , Gilles Celeux , Julie Josse
2017
Preprints, Working Papers, ... hal-01535134v1
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Markovian explorations of random planar maps are roundish

Nicolas Curien , Cyril Marzouk
Bulletin de la société mathématique de France, 2020, 148 (4), pp.709-732. ⟨10.24033/bsmf.2821⟩
Journal articles hal-02052950v1
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Density estimation for RWRE

Antoine Havet , Matthieu Lerasle , Éric Moulines
Mathematical Methods of Statistics, 2019, ⟨10.3103/S1066530719010022⟩
Journal articles hal-01815990v1
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Duality of random planar maps via percolation

Nicolas Curien , Loïc Richier
2018
Preprints, Working Papers, ... hal-01701690v1
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Model-based clustering with missing not at random data. Missing mechanism

Fabien Laporte , Christophe Biernacki , Gilles Celeux , Julie Josse
Working Group on Model-Based Clustering Summer Session, Jul 2019, Vienne, Austria
Conference poster hal-02398987v1