Nicolas Chopin

103
Documents

Publications

Publications

Saddlepoint Monte Carlo and its Application to Exact Ecological Inference

Théo Voldoire , Nicolas Chopin , Guillaume Rateau , Robin Ryder
2024
Pré-publication, Document de travail hal-04793335 v1
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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-04629226 v1

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-01236876 v1
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EXACT SAMPLING USING BRANCHING PARTICLE SIMULATION

Christophe Andrieu , Nicolas Chopin , Arnaud Doucet , Sylvain Rubenthaler
2012
Pré-publication, Document de travail hal-00737040 v4

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.
2012
Pré-publication, Document de travail hal-00658084 v1
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Sequential Monte Carlo on large binary sampling spaces

Christian Schäfer , Nicolas Chopin
2011
Pré-publication, Document de travail hal-00561118 v2

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-00634215 v1
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Computational aspects of Bayesian spectral density estimation

Nicolas Chopin , Judith Rousseau , Brunero Liseo
2011
Pré-publication, Document de travail hal-00767466 v1

Discussions on "Riemann manifold Langevin and Hamiltonian Monte Carlo methods

Simon Barthelme , Magali Beffy , Nicolas Chopin , Arnaud Doucet , Pierre Jacob et al.
2010
Pré-publication, Document de travail hal-00596301 v1

On Particle Learning

Nicolas Chopin , Alessandra Iacobucci , Jean-Michel Marin , Kerrie Mengersen , Christian Robert et al.
2010
Pré-publication, Document de travail hal-00494357 v1

Free energy Sequential Monte Carlo, application to mixture modelling

Nicolas Chopin , Pierre Jacob
2010
Pré-publication, Document de travail hal-00634222 v1

Comments on "Particle Markov chain Monte Carlo" by C. Andrieu, A. Doucet, and R. Hollenstein

Pierre Jacob , Nicolas Chopin , Christian Robert , Havard Rue
2009
Pré-publication, Document de travail hal-00431307 v1
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Stability of Feynman-Kac formulae with path-dependent potentials

Nicolas Chopin , Pierre del Moral , Sylvain Rubenthaler
2009
Pré-publication, Document de travail hal-00426415 v1
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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-04793340 v1
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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-04793451 v1
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On backward smoothing algorithms

Hai-Dang Dau , Nicolas Chopin
Annals of Statistics, 2023, 51 (5), ⟨10.1214/23-AOS2324⟩
Article dans une revue hal-04417980 v1
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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-04273253 v1

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-04793514 v1
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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-04273259 v1

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-04273240 v1

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-04793540 v1
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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-03454933 v1
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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-04273238 v1

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-04273266 v1
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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. Mazouni et al.
ESMO Open, 2021, 6 (6), pp.100316. ⟨10.1016/j.esmoop.2021.100316⟩
Article dans une revue hal-03468643 v1
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Fast Compression of MCMC Output

Nicolas Chopin , Gabriel Ducrocq
Entropy, 2021, 23 (8), pp.1017. ⟨10.3390/e23081017⟩
Article dans une revue hal-04273261 v1
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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. Coutant et al.
ESMO Open, 2021, 6 (3), pp.100151. ⟨10.1016/j.esmoop.2021.100151⟩
Article dans une revue hal-03230902 v1

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-04273268 v1
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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-04793468 v1
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Luminescent N-heterocycles based molecular backbone interleaved within LDH host structure and dispersed into polymer

Paul Legentil , Geneviève Chadeyron , Sandrine Therias , Nicolas Chopin , Doina Sirbu et al.
Applied Clay Science, 2020, 189, pp.105561. ⟨10.1016/j.clay.2020.105561⟩
Article dans une revue hal-02536944 v1
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Detailed overview on rare malignant ovarian tumors

Stefanie Aust , Lauriane Eberst , Olivier Tredan , Christine Rousset-Jablonski , Isabelle Treilleux et al.
Bulletin du Cancer, 2020, 107, pp.385 - 390. ⟨10.1016/j.bulcan.2020.01.011⟩
Article dans une revue hal-03489496 v1

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 Cohen et al.
Breast Cancer Research and Treatment, 2019, 175 (2), pp.379-387. ⟨10.1007/s10549-019-05160-9⟩
Article dans une revue hal-02419353 v1
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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-04273270 v1

Isolated ipsilateral local recurrence of breast cancer: predictive factors and prognostic impact

Gilles Houvenaeghel , Alexandre de Nonneville , Monique Cohen , Jean-Marc Classe , Fabien Reyal et al.
Breast Cancer Research and Treatment, 2019, 173 (1), pp.111-122. ⟨10.1007/s10549-018-4944-2⟩
Article dans une revue hal-02421376 v1

Tubular and mucinous breast cancer: results of a cohort of 917 patients

Pauline Roux , Sophie Knight , Monique Cohen , Jean Marc Classe , Chafika Mazouni et al.
Tumori, 2019, 105 (1), pp.55-62. ⟨10.1177/0300891618811282⟩
Article dans une revue hal-02459745 v1
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Autocrine Adenosine regulates tumor polyfunctional CD73+CD4+ effector T cells devoid of immune checkpoints

Nicolas Gourdin , Marion Bossennec , Céline Rodriguez , Selena Vigano , Christelle Machon et al.
Cancer Research, 2018, 78 (13), pp.3604-3618. ⟨10.1158/0008-5472.CAN-17-2405⟩
Article dans une revue hal-02285966 v1

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 Reyal et al.
Cancer Research, 2018, 78 (4, S)
Article dans une revue hal-02143679 v1
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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 Selleret et al.
Bulletin du Cancer, 2018, 105 (3), pp.299 - 314. ⟨10.1016/j.bulcan.2017.10.032⟩
Article dans une revue hal-01926591 v1
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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-04273272 v1

Prospective Assessment of First-Year Quality of Life After Pelvic Exenteration for Gynecologic Malignancy: A French Multicentric Study

A. Martinez , T. Filleron , P. Rouanet , P. Méeus , E. Lambaudie et al.
Annals of Surgical Oncology, 2018, 25 (2), pp.535-541. ⟨10.1245/s10434-017-6120-z⟩
Article dans une revue hal-02290135 v1

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-02391181 v1
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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-02391188 v1
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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-02391197 v1
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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-02391194 v1
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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-02391201 v1

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. Bonnot et al.
Bioorganic and Medicinal Chemistry Letters, 2016, 26 (21), pp.5308-5311. ⟨10.1016/j.bmcl.2016.09.038⟩
Article dans une revue hal-02046197 v1

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-02403354 v1

Excessive checking behavior during an image comparison task in schizophrenia

N. Jaafari , N. Chopin , C. Levy , J.-Y. Rotge , N. Lafay et al.
European Psychiatry, 2015, 30 (2), pp.233--241. ⟨10.1016/j.eurpsy.2014.11.012⟩
Article dans une revue hal-01147093 v1

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. Bouillon et al.
European Journal of Organic Chemistry, 2015, 2015 (28), pp.6259-6269. ⟨10.1002/ejoc.201500663⟩
Article dans une revue istex hal-02046144 v1
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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-04793401 v1
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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-02391270 v1

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-04793409 v1
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On particle Gibbs sampling

Nicolas Chopin , Sumeetpal Singh
Bernoulli, 2015, 21 (3), pp.1855-1883. ⟨10.3150/14-BEJ629⟩
Article dans une revue hal-02391274 v1

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-01556893 v1

Sequential quasi Monte Carlo

Mathieu Gerber , Nicolas Chopin
Journal of the Royal Statistical Society: Series B (Statistical Methodology), 2015, 77 (3), pp.509-579. ⟨10.1111/rssb.12104⟩
Article dans une revue hal-02391252 v1

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-01147637 v1
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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-02403286 v1

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-01485222 v1

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-00704798 v1

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-02403299 v1

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-01026131 v1

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-01015236 v1

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 hal-02909146 v1

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-02403291 v1

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-02403302 v1
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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⟩
Article dans une revue hal-00504969 v1

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-02396492 v1

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-00460914 v1

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-02907102 v1

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-00745802 v1

Fast simulation of truncated Gaussian distributions

Nicolas Chopin
Statistics and Computing, 2011, 21 (2), pp.275-288. ⟨10.1007/s11222-009-9168-1⟩
Article dans une revue hal-02403310 v1

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-02403312 v1

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 Picot et al.
Journal of Fluorine Chemistry, 2011, 132 (10), pp.850-857. ⟨10.1016/j.jfluchem.2011.05.011⟩
Article dans une revue istex hal-02907163 v1

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-00533438 v1

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-02403316 v1

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-00274631 v1

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-02403320 v1

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-02403323 v1

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-00415936 v1

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-02403326 v1

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-02403332 v1

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-02403330 v1

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-02403329 v1

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-02403337 v1

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-02403335 v1

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-04793495 v1

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-04793536 v1

PAC-Bayesian offline contextual bandits with guarantees

Nicolas Chopin , Pierre Alquier , Otmane Sakhi
ICML, 2023
Proceedings/Recueil des communications hal-04793521 v1

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. Lutter et al.
Terrae Rarae 2019 - XXIX. Tage der Seltenen Erden, May 2019, Stockholm, Sweden
Communication dans un congrès hal-03326126 v1

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. Lutter et al.
ICBIC 2019 - 19th International Conference on Biological Inorganic Chemistry, Aug 2019, Interlaken, Switzerland
Communication dans un congrès hal-03326116 v1

γ-Hydroxy-γ-lactam derived tetramates as a new family of antimalarials

Maurice F Médebielle , Nicolas Chopin , Shinya Iikawa , J. Bosson , Stéphane Picot et al.
8. Journées du Consortium anti-Parasitaire et anti-Fongique (CaPF) 2018, Mar 2018, Lyon, France. 31 p
Communication dans un congrès hal-02737512 v1

Genomic Alterations and Radioresistance in Breast Cancer: An Analysis of the Profiler Protocol

A. Vallard , E. Bernichon , Wang Q. , Valéry Attignon , Daniel Pissaloux et al.
ASTRO Meeting, Sep 2017, San Diego, United States. pp.S52, ⟨10.1016/j.ijrobp.2017.06.132⟩
Communication dans un congrès hal-01610147 v1

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-01523575 v1

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 Picot et al.
French-Czech Vltava Chemistry Meeting (7, 2016), Sep 2016, Orléans, France. 31 diapositives
Communication dans un congrès hal-02799211 v1

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 Joseph et 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-02742433 v1

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 Joseph et 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-02743599 v1
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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-02391249 v1
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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-04793393 v1

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-04793437 v1

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-04793481 v1

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-02391228 v1