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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

Discussions on "Riemann manifold Langevin and Hamiltonian Monte Carlo methods

Simon Barthelme , Magali Beffy , Nicolas Chopin , Arnaud Doucet , Pierre Jacob , et al.
Preprints, Working Papers, ... hal-00596301v1

Measuring in water suspended particulate inorganic matter by statistical learning of ocean colour satellite data with models of ocean currents

Anastase Alexandre Charantonis , Pannimpullath Renosh , Khalil Yala , Frédéric Jourdin , Fouad Badran , et al.
A Connected Ocean, Oct 2016, Brest, France
Conference papers hal-02011638v1
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Central limit theorem for discretization errors based on stopping time sampling

Emmanuel Gobet , Nicolas Landon , Uladzislau Stazhynski
Preprints, Working Papers, ... hal-01879287v1

Particle algorithms for optimization on binary spaces

Christian Schäfer
Preprints, Working Papers, ... hal-00639122v1
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Estimation des flux d’immigration : réconciliation de deux sources par une approche bayésienne

Julyan Arbel , Vianney Costemalle
Economie et Statistique / Economics and Statistics, 2016, 483-484-485, pp.121-149
Journal articles hal-01396606v1

Free Energy Methods for Bayesian Inference: Efficient Exploration of Univariate Gaussian Mixture Posteriors

Nicolas Chopin , Tony Lelièvre , Gabriel Stoltz
Statistics and Computing, 2012, 22 (4), pp.897-916. ⟨10.1007/s11222-011-9257-9⟩
Journal articles hal-00460914v1

Convergence of adaptive mixtures of importance sampling schemes

R. Douc , A. Guillin , Jean-Michel Marin , C. P. Robert
Statistics and Computing, 2008, 18,, pp.447-459
Journal articles hal-00432955v1
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The promises and pitfalls of Stochastic Gradient Langevin Dynamics

Nicolas Brosse , Alain Durmus , Éric Moulines
NeurIPS 2018 (Advances in Neural Information Processing Systems 2018), Dec 2018, Montreal, France
Conference papers hal-01934291v1

An Observing System Simulation Experiment (OSSE) in Deriving Suspended Sediment Concentrations in the Ocean From MTG/FCI Satellite Sensor

Frédéric Jourdin , Renosh Pannimpullath Remanan , Anastase Alexandre Charantonis , Nicolas Guillou , Sylvie Thiria , et al.
IEEE Transactions on Geoscience and Remote Sensing, 2021, 59 (7), pp.5423 - 5433. ⟨10.1109/TGRS.2020.3011742⟩
Journal articles hal-03054553v1

Efficient learning in ABC algorithms

Mohammed Sedki , Jean-Marie Cornuet , Jean-Michel Marin , Pierre Pudlo , Christian P. Robert
Preprints, Working Papers, ... hal-00741572v1
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Parametric inference for diffusions observed at stopping times

Emmanuel Gobet , Uladzislau Stazhynski
Preprints, Working Papers, ... hal-01879286v1

On Particle Learning

Nicolas Chopin , Alessandra Iacobucci , Jean-Michel Marin , Kerrie Mengersen , Christian Robert , et al.
Preprints, Working Papers, ... hal-00494357v1
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Etude de Dégénérescence de Graph appliqué à l'Apprentissage Automatique Avancé et Résultats Théoriques relatifs

Stratis Limnios
Artificial Intelligence [cs.AI]. Institut Polytechnique de Paris, 2020. English. ⟨NNT : 2020IPPAX038⟩
Theses tel-03046826v1

Bayesian model comparison in cosmology with Population Monte Carlo

Martin Kilbinger , Darren Wraith , Christian Robert , Karim Benabed , Olivier Cappe , et al.
Preprints, Working Papers, ... hal-00441161v1

Depth and Depth-Based Classification with R Package ddalpha

Oleksii Pokotylo , Pavlo Mozharovskyi , Rainer Dyckerhoff
Journal of Statistical Software, 2019, 91 (5), ⟨10.18637/jss.v091.i05⟩
Journal articles hal-03187410v1

Some discussions of D. Fearnhead and D. Prangle's Read Paper "Constructing summary statistics for approximate Bayesian computation: semi-automatic approximate Bayesian computation

Christophe Andrieu , Simon Barthelme , Nicolas Chopin , Julien Cornebise , Arnaud Doucet , et al.
Preprints, Working Papers, ... hal-00658084v1
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Diffusion approximations and control variates for MCMC

Nicolas Brosse , Alain Durmus , Sean Meyn , Éric Moulines
Preprints, Working Papers, ... hal-01934316v1
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Estimation of cosmological parameters using adaptive importance sampling

Darren Wraith , Martin Kilbinger , Karim Benabed , Olivier Cappe , Jean-François Cardoso , et al.
Physical Review D, 2009, 80, pp.023507. ⟨10.1103/PhysRevD.80.023507⟩
Journal articles hal-00450727v1
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Non-asymptotic convergence analysis for the Unadjusted Langevin Algorithm

Alain Durmus , Éric Moulines
Preprints, Working Papers, ... hal-01176132v3
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On diversity under a Bayesian nonparametric dependent model

Julyan Arbel , Kerrie L. Mengersen , Judith Rousseau
XLVII Meeting of the Italian Statistical Society, Italian Statistical Society, Jun 2014, Cagliari, Italy
Conference papers hal-01203340v1
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Book reviews, Spring 2013 . Special issue on George Casella's books

Jean-Louis Foulley , Andrew Gelman , Xiao-Li Meng , William Strawderman , Larry Wasserman , et al.
Reports hal-00762823v1

Bayesian computational methods

Christian Robert
Preprints, Working Papers, ... hal-00473019v1
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Gaining insight into regional coastal changes on La Réunion island through a Bayesian data mining approach

Thomas Bulteau , Audrey Baills , Lise Petitjean , Manuel Garcin , Hindumathi Palanisamy , et al.
Geomorphology, 2015, 228, pp.134-146. ⟨10.1016/j.geomorph.2014.09.002⟩
Journal articles hal-01066886v1
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Monte-Carlo acceleration: importance sampling and hybrid dynamic systems

Hassane Chraïbi , Anne Dutfoy , Thomas Antoine Galtier , Josselin Garnier
Preprints, Working Papers, ... hal-01574094v1
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Some statistical results in high-dimensional dependence modeling

Alexis Derumigny
Statistics Theory [stat.TH]. Université Paris-Saclay, 2019. English. ⟨NNT : 2019SACLG002⟩
Theses tel-02144029v1
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Polynomial Chaos Level Points Method for One-Dimensional Uncertain Steep Problems

Pierre Sochala , Olivier Le Maitre
Journal of Scientific Computing, 2019, 81 (3), pp.1987-2009. ⟨10.1007/s10915-019-01069-z⟩
Journal articles hal-02336969v1
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Geometry-Aware Hamiltonian Variational Auto-Encoder

Clément Chadebec , Clément Mantoux , Stéphanie Allassonnière
Preprints, Working Papers, ... hal-02974244v1

Quantitative bounds of convergence for geometrically ergodic Markov chain in the Wasserstein distance with application to the Metropolis Adjusted Langevin Algorithm

Alain Durmus , Éric Moulines
Statistics and Computing, 2015, 25 (1), pp.5-19. ⟨10.1007/s11222-014-9511-z⟩
Journal articles hal-01745697v1

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