Nicolas Chopin

Publications

Pré-publication, Document de travail (21)

A forward-only scheme for online learning of proposal distributions in particle filters Sylvain Procope-Mamert,Nicolas Chopin,Maud Delattre,Guillaume Kon Kam King 2026 Pré-publication, Document de travail hal-05479972v1
Convergence of a class of gradient-free optimisation schemes when the objective function is noisy, irregular, or both Christophe Andrieu,Nicolas Chopin,Ettore Fincato,Mathieu Gerber 2025 Pré-publication, Document de travail hal-05414776v1
Gradient-free optimization via integration Christophe Andrieu,Nicolas Chopin,Ettore Fincato,Mathieu Gerber 2025 Pré-publication, Document de travail hal-05414734v1
Extrapolation of Tempered Posteriors Mengxin Xi,Zheyang Shen,Marina Riabiz,Nicolas Chopin,Chris J. Oates 2025 Pré-publication, Document de travail hal-05365764v1
Logarithmic Smoothing for Pessimistic Off-Policy Evaluation, Selection and Learning Otmane Sakhi,Imad Aouali,Pierre Alquier,Nicolas Chopin 2024 Pré-publication, Document de travail hal-04629226v1
Saddlepoint Monte Carlo and its Application to Exact Ecological Inference Théo Voldoire,Nicolas Chopin,Guillaume Rateau,Robin Ryder 2025 Pré-publication, Document de travail hal-04793335v1
On the utility of Metropolis-Hastings with asymmetric acceptance ratio Christophe Andrieu,Arnaud Doucet,Sinan Yıldırım,Nicolas Chopin 2025 Pré-publication, Document de travail hal-05414746v1
Bayesian Hierarchical Finite Mixture Models of Reading Times: A Case Study Shravan Vasishth,Bruno Nicenboim,Nicolas Chopin,Robin Ryder 2025 Pré-publication, Document de travail hal-05414778v1
Towards automatic calibration of the number of state particles within the SMC$^2$ algorithm Nicolas Chopin,James Ridgway,Mathieu Gerber,Omiros Papaspiliopoulos 2025 Pré-publication, Document de travail hal-05414781v1
Divide and conquer in ABC: Expectation-Progagation algorithms for likelihood-free inference Simon Barthelme,Nicolas Chopin,Vincent Cottet 2015 Pré-publication, Document de travail hal-01236876v1
Bayesian matrix completion: prior specification Pierre Alquier,Vincent Cottet,Nicolas Chopin,Judith Rousseau 2014 Pré-publication, Document de travail hal-05414785v1
EXACT SAMPLING USING BRANCHING PARTICLE SIMULATION Christophe Andrieu,Nicolas Chopin,Arnaud Doucet,Sylvain Rubenthaler 2012 Pré-publication, Document de travail hal-00737040v4
Some discussions of D. Fearnhead and D. Prangle's Read Paper &quot;Constructing summary statistics for approximate Bayesian computation: semi-automatic approximate Bayesian computation Christophe Andrieu,Simon Barthelme,Nicolas Chopin,Julien Cornebise,Arnaud Doucetet al. 2012 Pré-publication, Document de travail hal-00658084v1
Computational aspects of Bayesian spectral density estimation Nicolas Chopin,Judith Rousseau,Brunero Liseo 2011 Pré-publication, Document de travail hal-00767466v1
SMC^2: A sequential Monte Carlo algorithm with particle Markov chain Monte Carlo updates Nicolas Chopin,Pierre E. Jacob,Omiros Papaspiliopoulos 2011 Pré-publication, Document de travail hal-00634215v1
Sequential Monte Carlo on large binary sampling spaces Christian Schäfer,Nicolas Chopin 2011 Pré-publication, Document de travail hal-00561118v2
Discussions on &quot;Riemann manifold Langevin and Hamiltonian Monte Carlo methods Simon Barthelme,Magali Beffy,Nicolas Chopin,Arnaud Doucet,Pierre Jacobet al. 2010 Pré-publication, Document de travail hal-00596301v1
On Particle Learning Nicolas Chopin,Alessandra Iacobucci,Jean-Michel Marin,Kerrie Mengersen,Christian Robertet al. 2010 Pré-publication, Document de travail hal-00494357v1
Free energy Sequential Monte Carlo, application to mixture modelling Nicolas Chopin,Pierre Jacob 2010 Pré-publication, Document de travail hal-00634222v1
Stability of Feynman-Kac formulae with path-dependent potentials Nicolas Chopin,Pierre del Moral,Sylvain Rubenthaler 2009 Pré-publication, Document de travail hal-00426415v1
Comments on &quot;Particle Markov chain Monte Carlo&quot; by C. Andrieu, A. Doucet, and R. Hollenstein Pierre Jacob,Nicolas Chopin,Christian Robert,Havard Rue 2009 Pré-publication, Document de travail hal-00431307v1

Proceedings/Recueil des communications (5)

Least squares variational inference Yvann Le Fay,Nicolas Chopin,Simon Barthelme NeurIPS, Dec 2025, San Diego (CA), United States. 2025 Proceedings/Recueil des communications hal-05414730v1
A connection between Tempering and Entropic Mirror Descent Nicolas Chopin,Anna Korba,Francesca R. Crucinio International Conference on Machine Learning, }, 2024 Proceedings/Recueil des communications hal-04793495v1
Computational Doob h-transforms for online filtering of discretely observed diffusions Nicolas Chopin,Andras Fulop,Jeremy Heng,Alexandre H Thiéry ICML, Proceedings of the 40th International Conference on Machine Learning, 2023 Proceedings/Recueil des communications hal-04793536v1
PAC-Bayesian offline contextual bandits with guarantees Nicolas Chopin,Pierre Alquier,Otmane Sakhi ICML, 2023 Proceedings/Recueil des communications hal-04793521v1
ABC-EP: Expectation Propagation for likelihood-free Bayesian computation Nicolas Chopin,Simon Labarthe 28th International Conference on Machine Learning (ICML-11), Nov 2011, Bellevue, Washington, United States. 2012 Proceedings/Recueil des communications hal-05414802v1

Article dans une revue (74)

Towards a turnkey approach for unbiased Monte Carlo estimation of smooth functions of expectations Nicolas Chopin,Francesca Crucinio,Sumeetpal Singh Biometrika, 2025, 112 (3), ⟨10.1093/biomet/asaf030⟩ Article dans une revue hal-05365655v1
Adaptive stratified Monte Carlo using decision trees Nicolas Chopin,Hejin Wang,Mathieu Gerber Statistics and Computing, 2025, 35 (6), pp.193. ⟨10.1007/s11222-025-10731-6⟩ Article dans une revue hal-05365648v1
Debiasing piecewise deterministic Markov process samplers using couplings Adrien Corenflos,Matthew Sutton,Nicolas Chopin Scandinavian Journal of Statistics, 2025, 52 (4), pp.1932-1974. ⟨10.1111/sjos.70015⟩ Article dans une revue hal-05414739v1
Scalable bayesian bi-level variable selection in generalized linear models Younès Youssfi,Nicolas Chopin Foundations of Data Science, 2024, ⟨10.3934/fods.2024010⟩ Article dans une revue hal-04793340v1
Higher-Order Monte Carlo through Cubic Stratification Nicolas Chopin,Mathieu Gerber SIAM Journal on Numerical Analysis, 2024, 62 (1), pp.229-247. ⟨10.1137/22M1532287⟩ Article dans une revue hal-04793451v1
Fast Slate Policy Optimization: Going Beyond Plackett-Luce Nicolas Chopin,Otmane Sakhi,David Rhode Transactions on Machine Learning Research Journal, 2023 Article dans une revue hal-04793514v1
On backward smoothing algorithms Hai-Dang Dau,Nicolas Chopin Annals of Statistics, 2023, 51 (5), ⟨10.1214/23-AOS2324⟩ Article dans une revue hal-04417980v1
De-biasing Particle Filtering for a Continuous Time Hidden Markov Model With a Cox Process Observation Model Ruiyang Jin,Sumeetpal Singh,Nicolas Chopin Statistica Sinica, 2023, ⟨10.5705/ss.202022.0210⟩ Article dans une revue hal-04273253v1
Waste-Free Sequential Monte Carlo Hai-Dang Dau,Nicolas Chopin Journal of the Royal Statistical Society: Series B, 2022, 84 (1), pp.114-148. ⟨10.1111/rssb.12475⟩ Article dans une revue hal-04273259v1
On resampling schemes for particle filters with weakly informative observations Nicolas Chopin,Sumeetpal Singh,Tomás Soto,Matti Vihola Annals of Statistics, 2022, 50 (6), ⟨10.1214/22-aos2222⟩ Article dans une revue hal-04273240v1
De-Sequentialized Monte Carlo: a parallel-in-time particle smoother Nicolas Chopin Journal of Machine Learning Research, 2022, 23 (1–39) Article dans une revue hal-04793540v1
On resampling schemes for particle filters with weakly informative observations Nicolas Chopin,Sumeetpal Singh,Tomás Soto,Matti Vihola Annals of Statistics, 2022, 50 (6), ⟨10.1214/22-aos2222⟩ Article dans une revue hal-04273238v1
Improved Gibbs samplers for cosmic microwave background power spectrum estimation Gabriel Ducrocq,Nicolas Chopin,Josquin Errard,Radek Stompor Physical Review D, 2022, 105 (10), pp.103501. ⟨10.1103/PhysRevD.105.103501⟩ Article dans une revue hal-03454933v1
Lymphovascular invasion has a significant prognostic impact in patients with early breast cancer, results from a large, national, multicenter, retrospective cohort study G. Houvenaeghel,M. Cohen,J.M. M Classe,F. Reyal,C. Mazouniet al. ESMO Open, 2021, 6 (6), pp.100316. ⟨10.1016/j.esmoop.2021.100316⟩ Article dans une revue hal-03468643v1
Sequential Monte Carlo methods in Bayesian joint models for longitudinal and time-to-event data Danilo Alvares,Carmen Armero,Anabel Forte,Nicolas Chopin Statistical Modelling, 2021, 21 (1-2), pp.161-181. ⟨10.1177/1471082X20916088⟩ Article dans une revue hal-04273266v1
Fast Compression of MCMC Output Nicolas Chopin,Gabriel Ducrocq Entropy, 2021, 23 (8), pp.1017. ⟨10.3390/e23081017⟩ Article dans une revue hal-04273261v1
Lack of prognostic impact of sentinel node micro-metastases in endocrine receptor-positive early breast cancer: results from a large multicenter cohort☆ G. Houvenaeghel,A. de Nonneville,M. Cohen,N. Chopin,C. Coutantet al. ESMO Open, 2021, 6 (3), pp.100151. ⟨10.1016/j.esmoop.2021.100151⟩ Article dans une revue hal-03230902v1
Adaptive Tuning of Hamiltonian Monte Carlo Within Sequential Monte Carlo Alexander Buchholz,Nicolas Chopin,Pierre Jacob Bayesian Analysis, 2021, 16 (3), ⟨10.1214/20-BA1222⟩ Article dans une revue hal-04793468v1
Imprecise neural computations as a source of adaptive behaviour in volatile environments Charles Findling,Nicolas Chopin,Etienne Koechlin Nature Human Behaviour, 2021, 5 (1), pp.99-112. ⟨10.1038/s41562-020-00971-z⟩ Article dans une revue hal-04273268v1
Detailed overview on rare malignant ovarian tumors Stefanie Aust,Lauriane Eberst,Olivier Tredan,Christine Rousset-Jablonski,Isabelle Treilleuxet al. Bulletin du Cancer, 2020, 107, pp.385 - 390. ⟨10.1016/j.bulcan.2020.01.011⟩ Article dans une revue hal-03489496v1
Luminescent N-heterocycles based molecular backbone interleaved within LDH host structure and dispersed into polymer Paul Legentil,Geneviève Chadeyron,Sandrine Therias,Nicolas Chopin,Doina Sirbuet al. Applied Clay Science, 2020, 189, pp.105561. ⟨10.1016/j.clay.2020.105561⟩ Article dans une revue hal-02536944v1
Adjuvant chemotherapy in lobular carcinoma of the breast: a clinicopathological score identifies high-risk patient with survival benefit Alexandre de Nonneville,Camille Jauffret,Anthony Gonçalves,Jean-Marc Classe,Monique Cohenet al. Breast Cancer Research and Treatment, 2019, 175 (2), pp.379-387. ⟨10.1007/s10549-019-05160-9⟩ Article dans une revue hal-02419353v1
Negative association, ordering and convergence of resampling methods Mathieu Gerber,Nicolas Chopin,Nick Whiteley Annals of Statistics, 2019, 47 (4), ⟨10.1214/18-AOS1746⟩ Article dans une revue hal-04273270v1
Isolated ipsilateral local recurrence of breast cancer: predictive factors and prognostic impact Gilles Houvenaeghel,Alexandre de Nonneville,Monique Cohen,Jean-Marc Classe,Fabien Reyalet al. Breast Cancer Research and Treatment, 2019, 173 (1), pp.111-122. ⟨10.1007/s10549-018-4944-2⟩ Article dans une revue hal-02421376v1
Tubular and mucinous breast cancer: results of a cohort of 917 patients Pauline Roux,Sophie Knight,Monique Cohen,Jean Marc Classe,Chafika Mazouniet al. Tumori, 2019, 105 (1), pp.55-62. ⟨10.1177/0300891618811282⟩ Article dans une revue hal-02459745v1
Is post mastectomy radiotherapy contributive in pN0-1mi breast cancers patients? Results of a French multi-centric cohort Violaine Forissier,Agnes Tallet,Monique Cohen,Jean-Marc Classe,Fabien Reyalet al. Cancer Research, 2018, 78 (4, S) Article dans une revue hal-02143679v1
Préservation de la fertilité, contraception et traitement hormonal de la ménopause chez les femmes traitées pour tumeurs malignes rares de l’ovaire : recommandations du réseau national dédié aux cancers gynécologiques rares (TMRG/GINECO) Christine Rousset-Jablonski,Frédéric Selle,Elodie Adda-Herzog,François Planchamp,Lise Selleretet al. Bulletin du Cancer, 2018, 105 (3), pp.299 - 314. ⟨10.1016/j.bulcan.2017.10.032⟩ Article dans une revue hal-01926591v1
Autocrine Adenosine regulates tumor polyfunctional CD73+CD4+ effector T cells devoid of immune checkpoints Nicolas Gourdin,Marion Bossennec,Céline Rodriguez,Selena Vigano,Christelle Machonet al. Cancer Research, 2018, 78 (13), pp.3604-3618. ⟨10.1158/0008-5472.CAN-17-2405⟩ Article dans une revue hal-02285966v1
Improving Approximate Bayesian Computation via Quasi-Monte Carlo Alexander Buchholz,Nicolas Chopin Journal of Computational and Graphical Statistics, 2018, 28 (1), pp.205-219. ⟨10.1080/10618600.2018.1497511⟩ Article dans une revue hal-04273272v1
Improving Approximate Bayesian Computation via Quasi-Monte Carlo Alexander Buchholz,Nicolas Chopin Journal of Computational and Graphical Statistics, 2018, 28 (1), pp.205-219. ⟨10.1080/10618600.2018.1497511⟩ Article dans une revue hal-02391181v1
Noise contrastive estimation: Asymptotic properties, formal comparison with MC-MLE Lionel Riou-Durand,Nicolas Chopin Electronic Journal of Statistics , 2018, 12 (2), pp.3473-3518. ⟨10.1214/18-EJS1485⟩ Article dans une revue hal-02391188v1
Control functionals for Monte Carlo integration Chris Oates,Mark Girolami,Nicolas Chopin Journal of the Royal Statistical Society. Series B. Methodological, 2017, 79 (3), pp.695-718. ⟨10.1111/rssb.12185⟩ Article dans une revue hal-02391194v1
Convergence of sequential quasi-Monte Carlo smoothing algorithms Mathieu Gerber,Nicolas Chopin Bernoulli, 2017, 23 (4B), pp.2951-2987. ⟨10.3150/16-BEJ834⟩ Article dans une revue hal-02391197v1
Leave Pima Indians Alone: Binary Regression as a Benchmark for Bayesian Computation Nicolas Chopin,James Ridgway Statistical Science, 2017, 32 (1), pp.64-87. ⟨10.1214/16-STS581⟩ Article dans une revue hal-02391201v1
7-Chloro-4-aminoquinoline γ-hydroxy-γ-lactam derived-tetramates as a new family of antimalarial compounds N. Chopin,S. Iikawa,J. Bosson,A. Lavoignat,G. Bonnotet al. Bioorganic and Medicinal Chemistry Letters, 2016, 26 (21), pp.5308-5311. ⟨10.1016/j.bmcl.2016.09.038⟩ Article dans une revue istex hal-02046197v1
On the properties of variational approximations of Gibbs posteriors Nicolas Chopin,Pierre Alquier,James Ridgway Journal of Machine Learning Research, 2016, 17 (236) Article dans une revue hal-02403354v1
Excessive checking behavior during an image comparison task in schizophrenia N. Jaafari,N. Chopin,C. Levy,J.-Y. Rotge,N. Lafayet al. European Psychiatry, 2015, 30 (2), pp.233--241. ⟨10.1016/j.eurpsy.2014.11.012⟩ Article dans une revue istex hal-01147093v1
A Rapid Entry to Diverse γ‐Ylidenetetronate Derivatives through Regioselective ­Bromination of Tetronic Acid Derived γ‐Lactones and Metal‐Catalyzed Postfunctionalization N. Chopin,H. Yanai,S. Iikawa,G. Pilet,J.-P. Bouillonet al. European Journal of Organic Chemistry, 2015, 2015 (28), pp.6259-6269. ⟨10.1002/ejoc.201500663⟩ Article dans une revue istex hal-02046144v1
On Particle Methods for Parameter Estimation in State-Space Models Nikolas Kantas,Arnaud Doucet,Sumeetpal Singh,Jan Maciejowski,Nicolas Chopin Statistical Science, 2015, 30 (3), ⟨10.1214/14-STS511⟩ Article dans une revue hal-04793401v1
The Poisson transform for unnormalised statistical models Simon Barthelme,Nicolas Chopin Statistics and Computing, 2015, 25 (4), pp.767-780. ⟨10.1007/s11222-015-9559-4⟩ Article dans une revue hal-02391270v1
On some recent advances on high dimensional Bayesian statistics Nicolas Chopin,Sébastien Gadat,Benjamin Guedj,Arnaud Guyader,Elodie Vernet ESAIM: Proceedings and Surveys, 2015, 51, pp.293-319. ⟨10.1051/proc/201551016⟩ Article dans une revue hal-04793409v1
On particle Gibbs sampling Nicolas Chopin,Sumeetpal Singh Bernoulli, 2015, 21 (3), pp.1855-1883. ⟨10.3150/14-BEJ629⟩ Article dans une revue hal-02391274v1
A versatile ethanolamine-derived trifluoromethyl enaminone ligand for the elaboration of nickel(II) and copper(II)-dysprosium(III) multinuclear complexes with magnetic properties. Nicolas Chopin,Ghénadie Novitchi,Maurice Médebielle,Guillaume Pilet Journal of Fluorine Chemistry, 2015, 179, pp.169-174 Article dans une revue hal-01556893v1
Quenching of fluorescence in bodipy-derived trifluoromethyl enaminone ligands upon coordination to copper(II) Nicolas Chopin,Maurice Médebielle,Olivier Maury,Ghénadie Novitchi,Guillaume Pilet European Journal of Inorganic Chemistry, 2014, 2014 (36), pp.6185-6195. ⟨10.1002/ejic.201402714⟩ Article dans une revue istex hal-01485222v1
Trifluoromethyl-derived enaminones and their difluoroboron complexes: Synthesis, crystal structure and electrochemistryproperties Nicolas Chopin,Guillaume Pilet,Yasushi Morita,Maurice Medebielle Journal of Fluorine Chemistry, 2014, 167, pp.211-225 Article dans une revue hal-01147637v1
Expectation Propagation for Likelihood-Free Inference Simon Barthelme,Nicolas Chopin Journal of the American Statistical Association, 2014, 109 (505), pp.315-333. ⟨10.1080/01621459.2013.864178⟩ Article dans une revue hal-02403286v1
Sequential Monte Carlo on large binary sampling spaces Christian Schäfer,Nicolas Chopin Statistics and Computing, 2013, 23 (2), pp.163-184. ⟨10.1007/s11222-011-9299-z⟩ Article dans une revue hal-02403302v1
SMC 2 : an efficient algorithm for sequential analysis of state space models Nicolas Chopin,P. Jacob,O. Papaspiliopoulos Journal of the Royal Statistical Society: Series B (Statistical Methodology), 2013, 75 (3), pp.397-426. ⟨10.1111/j.1467-9868.2012.01046.x⟩ Article dans une revue hal-02403291v1
In praise of the referee Nicolas Chopin,Andrew Gelman,Kerrie L. Mengersen,Christian Robert ISBA Bulletin, 2013, 20 (1), pp.13-19 Article dans une revue hal-00704798v1
Bayesian Learning of Noisy Markov Decision Processes Sumeetpal Singh,Nicolas Chopin,Nick Whiteley ACM Transactions on Modeling and Computer Simulation, 2013, 23 (1), pp.1-25. ⟨10.1145/2414416.2414420⟩ Article dans une revue hal-02403299v1
Computational aspects of Bayesian spectral density estimation Nicolas Chopin,J. Rousseau,Brunero Liseo Journal of Computational and Graphical Statistics, 2013, 22 (3), pp.533-557. ⟨10.1080/10618600.2013.785293⟩ Article dans une revue hal-01026131v1
Regioselective bromination of tetronic acid-derived c-lactones and metal-catalyzed post-functionalization: an efficient access to new c-ylidenetetronate derivatives Shinya Likawa,Nicolas Chopin,Guillaume Pilet,J.-P. Bouillon,Maurice Médebielle Tetrahedron Letters, 2013, pp.4577-4581. ⟨10.1016/j.tetlet.2013.06.106⟩ Article dans une revue istex hal-01015236v1
8-Aminoquinoline and 2-aminopyridine trifluoromethyl-derived enaminone ligands and their Co(II), Ni(II) and Zn(II) metal complexes: Structural arrangements due to F⋯H interactions Nicolas Chopin,Maurice F Médebielle,Guillaume Pilet Journal of Fluorine Chemistry, 2013, 155, pp.89-96. ⟨10.1016/j.jfluchem.2013.06.009⟩ Article dans une revue istex hal-02909146v1
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⟩ Article dans une revue hal-00460914v1
Bidentate and Tetradentate β-Aminovinyl Trifluoromethylated Ketones and Their Copper(II) Complexes: Synthesis, Characterization and Redox Chemistry Nicolas Chopin,Maurice Médebielle,Guillaume Pilet European Journal of Inorganic Chemistry, 2012, 2012 (7), pp.1093-1103. ⟨10.1002/ejic.201101385⟩ Article dans une revue istex hal-02907102v1
P.1.g.012 Eye movements during an image comparison task can be used to characterise the cognitive deficits associated with psychiatric pathologies N. Jaafari,N.L. Lafay,N. Chopin,F. Rigalleau,N. Vibert European Neuropsychopharmacology, 2012, 22, pp.S211. ⟨10.1016/S0924-977X(12)70308-5⟩ Article dans une revue istex hal-02396492v1
Copper(II) cubane complexes built from electro- and photosensitive β-aminovinyl trifluoromethyl ketone ligands Nicolas Chopin,Guillaume Chastanet,Boris Le Guennic,Maurice Médebielle,Guillaume Pilet European Journal of Inorganic Chemistry, 2012, 31, pp.5058-5070. ⟨10.1002/ejic.201200737⟩ Article dans une revue istex hal-00745802v1
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⟩ Article dans une revue hal-00504969v1
Stability of Feynman–Kac formulae with path-dependent potentials Nicolas Chopin,P. del Moral,S. Rubenthaler Stochastic Processes and their Applications, 2011, 121 (1), pp.38-60. ⟨10.1016/j.spa.2010.08.012⟩ Article dans une revue hal-02403312v1
ClickEnam. 1. Synthesis of novel 1,4-disubsituted-[1,2,3]-triazole-derived β-aminovinyl trifluoromethylated ketones and their copper(II) complexes Nicolas Chopin,Sophie Decamps,Aude Gouger,Maurice Médebielle,Stéphane Picotet al. Journal of Fluorine Chemistry, 2011, 132 (10), pp.850-857. ⟨10.1016/j.jfluchem.2011.05.011⟩ Article dans une revue istex hal-02907163v1
Stability of Feynman-Kac formulae with path-dependent potentials Pierre del Moral,Sylvain Rubenthaler,Nicolas Chopin Stochastic Processes and their Applications, 2011, 121 (1), pp.38-60. ⟨10.1016/j.spa.2010.08.012⟩ Article dans une revue inria-00533438v1
Fast simulation of truncated Gaussian distributions Nicolas Chopin Statistics and Computing, 2010, 21, pp.275-288. ⟨10.1007/s11222-009-9168-1⟩ Article dans une revue hal-02403310v1
Properties of nested sampling Nicolas Chopin,Cédric Robert Robert Biometrika, 2010, 97 (3), pp.741-755. ⟨10.1093/biomet/asq021⟩ Article dans une revue hal-02403316v1
Approximate Bayesian inference for latent Gaussian models by using integrated nested Laplace approximations Havard Rue,Sara Martino,Nicolas Chopin Journal of the Royal Statistical Society: Series B (Statistical Methodology), 2009, 71 (2), pp.319-392. ⟨10.1111/j.1467-9868.2008.00700.x⟩ Article dans une revue hal-02403320v1
Harold Jeffreys' Theory of Probability revisited Nicolas Chopin,Christian Robert,Judith Rousseau Statistical Science, 2009, 24 (2), pp.141-172. ⟨10.1214/09-STS284⟩ Article dans une revue hal-00274631v1
Jim Albert: Bayesian computation with R Nicolas Chopin Statistics and Computing, 2009, 19 (1), pp.111-112. ⟨10.1007/s11222-008-9069-8⟩ Article dans une revue istex hal-02403323v1
Harold Jeffreys' Theory of Probability revisited: a reply Christian Robert,Nicolas Chopin,Judith Rousseau Statistical Science, 2009, 24 (2), pp.191-194. ⟨10.1214/09-STS284REJ⟩ Article dans une revue hal-00415936v1
Contemplating Evidence: properties, extensions of, and alternatives to Nested Sampling Nicolas Chopin,Christian Robert Biometrika, 2009, 97, pp.755. ⟨10.1093/biomet/asq021⟩ Article dans une revue hal-00216003v2
On the equivalence between standard and sequentially ordered hidden Markov models Nicolas Chopin Statistics and Probability Letters, 2008, 78 (14), pp.2171-2174. ⟨10.1016/j.spl.2008.02.010⟩ Article dans une revue hal-00522554v1
Particle filtering for continuous-time hidden Markov models Nicolas Chopin,Elisa Varini ESAIM: Proceedings, 2007, 19, pp.12-17. ⟨10.1051/proc:071903⟩ Article dans une revue hal-02403332v1
Inference and model choice for sequentially ordered hidden Markov models Nicolas Chopin Journal of the Royal Statistical Society: Series B, 2007, 69 (2), pp.269-284. ⟨10.1111/j.1467-9868.2007.00588.x⟩ Article dans une revue istex hal-02403330v1
Dynamic Detection of Change Points in Long Time Series Nicolas Chopin Annals of the Institute of Statistical Mathematics, 2007, 59 (2), pp.349-366. ⟨10.1007/s10463-006-0053-9⟩ Article dans une revue istex hal-02403329v1
Central limit theorem for sequential Monte Carlo methods and its application to Bayesian inference Nicolas Chopin Annals of Statistics, 2004, 32 (6), pp.2385-2411. ⟨10.1214/009053604000000698⟩ Article dans une revue hal-02403337v1
A sequential particle filter method for static models Nicolas Chopin Biometrika, 2002, 89 (3), pp.539-552. ⟨10.1093/biomet/89.3.539⟩ Article dans une revue hal-02403335v1

Ouvrages (1)

An Introduction to Sequential Monte Carlo Nicolas Chopin,Omiros Papaspiliopoulos Springer International Publishing, 2020, Springer Series in Statistics, ⟨10.1007/978-3-030-47845-2⟩ Ouvrages hal-05414795v1

Chapitre d'ouvrage (5)

Divide and conquer in ABC: expectation-propagation algorithms for likelihood-free inference. Simon Barthelme,Nicolas Chopin,Vincent Cottet Chapman & Hall. Handbook of approximate Bayesian computation, Chapman & Hall/CRC Handb. Mod. Stat. Methods. CRC Press, Boca Raton, FL, 2019, pp. 415–434., Chapman & Hall/CRC Handb. Mod. Stat. Methods. CRC Press, Boca Raton, FL, 2019, pp. 415-434, 2019, eISBN : 9781315117195, ISSN hardback : 9781439881507, ISSN paperback : 9780367733728 Chapitre d'ouvrage hal-04793437v1
Sequential Monte Carlo Methods in Random Intercept Models for Longitudinal Data Danilo Alvares,Carmen Armero,Anabel Forte,Nicolas Chopin Bayesian Statistics in Action, 194, Springer International Publishing, pp.3-9, 2017, Springer Proceedings in Mathematics & Statistics, ⟨10.1007/978-3-319-54084-9_1⟩ Chapitre d'ouvrage hal-04793481v1
Sequential quasi-Monte Carlo: Introduction for Non-Experts, Dimension Reduction, Application to Partly Observed Diffusion Processes Nicolas Chopin,Mathieu Gerber Monte Carlo and quasi--Monte Carlo methods, 2017 Chapitre d'ouvrage hal-05414750v1
Van der Corput and Golden Ratio Sequences Along the Hilbert Space-Filling Curve Colas Schretter,Zhijian He,Mathieu Gerber,Nicolas Chopin,Harald Niederreiter Monte Carlo and Quasi-Monte Carlo Methods, pp.531-544, 2016, ⟨10.1007/978-3-319-33507-0_28⟩ Chapitre d'ouvrage hal-02391228v1
Free Energy Sequential Monte Carlo, Application to Mixture Modelling Nicolas Chopin,Pierre Jacob Bayesian Statistics 9, Oxford University Press, pp.91-118, 2011, ⟨10.1093/acprof:oso/9780199694587.003.0003⟩ Chapitre d'ouvrage hal-05414798v1

Communication dans un congrès (9)

New lanthanide compounds and perspectives for near-infrared optical imaging: Small molecules, macromolecules and MOF nanomaterials S. Petoud,S.V. Eliseeva,G. Collet,I. Martinic,J.C. Lutteret al. Terrae Rarae 2019 - XXIX. Tage der Seltenen Erden, May 2019, Stockholm, Sweden Communication dans un congrès hal-03326126v1
Near-infrared emitting lanthanide probes for optical imaging agents with different sizes: small molecules, metallacrowns and MOF nanomaterials S. Petoud,S.V. Eliseeva,G. Collet,I. Martinic,J.C. Lutteret al. ICBIC 2019 - 19th International Conference on Biological Inorganic Chemistry, Aug 2019, Interlaken, Switzerland Communication dans un congrès hal-03326116v1
Genomic Alterations and Radioresistance in Breast Cancer: An Analysis of the Profiler Protocol A. Vallard,E. Bernichon,Q. Wang,Valéry Attignon,Daniel Pissalouxet al. ASTRO Meeting, Sep 2017, San Diego, United States. pp.S52, ⟨10.1016/j.ijrobp.2017.06.132⟩ Communication dans un congrès hal-01610147v1
Modelling dependency completion in sentence comprehension as a Bayesian hierarchical mixture process: A case study involving Chinese relative clauses Shravan Vasishth,Nicolas Chopin,Robin Ryder,Bruno Nicenboim Cognitive Science Conference, 2017, London, United Kingdom Communication dans un congrès hal-01523575v1
Synthesis of fluorinated mixed aminoquinoline gamma-lactams - Biological evaluation as possible anti-malarial agents Oleksandr S. Kanishchev,Nicolas Chopin,Shinya Iikawa,Anne-Lise Bienvenu,Stéphane Picotet al. French-Czech Vltava Chemistry Meeting (7, 2016), Sep 2016, Orléans, France. 31 diapositives Communication dans un congrès hal-02799211v1
Récents développements pour la recherche de nouvelles molécules antipaludiques : hétérocycles azotés dérivés d’acides tétramiques et de pyrimidines Maurice Médebielle,Nicolas Chopin,Shinya Iikawa,Claude-Bernard Paultre,Benoît Josephet al. 6. Journées du Consortium antiParasitaire et antiFongique : CaPF-2016 " A la croisée des Mondes !", Consortium Anti-Parasitaire et Fongique (CaPF). FRA., Mar 2016, Tours, France. 49 p Communication dans un congrès hal-02742433v1
Hétérocycles azotés dérivés d’acides tétramiques et de pyrimidines comme nouveaux agents anti-infectieux : activité antipaludique et anti-pneumocystose Maurice Médebielle,Nicolas Chopin,Shinya Iikawa,Claude-Bernard Paultre,Benoît Josephet al. 5. Journée Rhône-Alpes des Biomolécules (JRAB 2016), Centre National de la Recherche Scientifique (CNRS). FRA., Jun 2016, Lyon Villeurbanne, France Communication dans un congrès hal-02743599v1
Application of sequential Quasi-Monte Carlo to autonomous positioning Nicolas Chopin,Mathieu Gerber 2015 23rd European Signal Processing Conference (EUSIPCO), Aug 2015, Nice, France. pp.489-493, ⟨10.1109/EUSIPCO.2015.7362431⟩ Communication dans un congrès hal-02391249v1
PAC-Bayesian AUC classification and scoring Nicolas Chopin,Pierre Alquier,James Ridgway Advances in neural information processing systems, Dec 2014, Montréal, Canada Communication dans un congrès hal-04793393v1

Poster de conférence (2)

Identification of biased ligands of 5-HT7 receptor: Molecular bases of their action C. El Khamlichi,Flora Reverchon,Eric Robin,N. Chopin,E. Deauet al. 7th Annual meeting GDR 3545, Oct 2018, Strasbourg, France Poster de conférence hal-02973734v1
Serotonin 5-HT7 receptor: characterization of new potent ligands with therapeutical properties C. El Khamlichi,Flora Reverchon,Eric Robin,Arnaud Menuet,N. Chopinet al. 31e colloque Biotechnocentre, Oct 2018, Seillac, France Poster de conférence hal-02973722v1