Edit Profile (opens in new tab) Moulines, Eric Compute Distance To: Compute Author ID: moulines.eric Published as: Moulines, Eric; Moulines, E.; Moulines, Éric; Moulines, É. more...less Documents Indexed: 118 Publications since 1994, including 3 Books Co-Authors: 100 Co-Authors with 117 Joint Publications 1,837 Co-Co-Authors all top 5 Co-Authors 1 single-authored 26 Douc, Randal 18 Fort, Gersende 17 Soulier, Philippe 11 Roueff, François 9 Durmus, Alain 9 Priouret, Pierre 8 Olsson, Jimmy 7 Cappé, Olivier 7 Taqqu, Murad S. 6 Lavielle, Marc 5 Lévy-Leduc, Céline 4 Reisen, Valdério Anselmo 3 Belomestny, Denis 3 Boistard, Hélène 3 Faÿ, Gilles 3 Garivier, Aurélien 3 Hurvich, Clifford M. 3 Loubaton, Philippe 3 Sabanis, Sotirios 3 Samsonov, Sergeĭ Petrovich 3 Souloumiac, Antoine 2 Abed-Meraim, Karim 2 Andrieu, Christophe 2 Bardet, Jean-Marc 2 Bédard, Myléne 2 Brosse, Nicolas 2 Cardoso, Jean-François 2 Chau, Ngoc Huy 2 Del Moral, Pierre 2 Havet, Antoine 2 Iosipoi, Leonid 2 Josse, Julie 2 Klopp, Olga 2 Kouamo, Olaf 2 Lafond, Jean 2 Le Corff, Sylvain 2 Lefebvre, Sidonie 2 Lerasle, Matthieu 2 Maire, Florian 2 Naumov, Alekseĭ Aleksandrovich 2 Rásonyi, Miklós 2 Roberts, Gareth O. 2 Robin, Geneviève 2 Rosenthal, Jeffrey S. 2 Rydén, Tobias 2 Schreck, Amandine 2 Trigano, Thomas 2 Vandekerkhove, Pierre 2 Vergé, Christelle 1 Aguech, Rafik 1 Atchadé, Yves F. 1 Barembruch, Steffen 1 Barkhagen, Mathias 1 Bonnabel, Silvère 1 Charbit, Maurice 1 Cheung-Mon-Chan, Pascal 1 Chevalier, Pascal 1 Cornebise, Julien 1 Delyon, Bernard 1 Doucet, Arnaud 1 Doukhan, Paul 1 Dubarry, Cyrille 1 Étoré, Pierre 1 Fokianos, Konstantinos 1 Franco, Glaura C. 1 Gach, P. 1 Gassiat, Elisabeth 1 Gobet, Emmanuel 1 Guillin, Arnaud 1 Hachem, Walid 1 Ilhe, Paul 1 Jakubowicz, Jérémie 1 Jourdain, Benjamin 1 Juditsky, Anatoli B. 1 Karimi, Belhal 1 Karvonen, Toni 1 Landelle, Benoit 1 Lang, Gabriel 1 Lasaulce, Samson 1 Lindsten, Frederik 1 Lindsten, Fredrik 1 Meyn, Sean P. 1 Montagu, Thierry 1 Nguyen, Thi Ngoc Minh 1 Pereyra, Marcelo 1 Perros-Meilhac, Lisa 1 Prado, Jacques 1 Ritov, Ya’acov 1 Robert, Christian P. Robert 1 Saksman, Eero 1 Salmon, Joseph 1 Sardy, Sylvain 1 Särkkä, Simo 1 Scaglione, Anna 1 Stoffer, David S. 1 Tibshirani, Robert John 1 van Handel, Ramon 1 Vernet, Elodie 1 Vihola, Matti 1 Wai, Hoi-To all top 5 Serials 12 The Annals of Statistics 8 The Annals of Applied Probability 8 Bernoulli 7 Journal of Time Series Analysis 7 IEEE Transactions on Signal Processing 6 Stochastic Processes and their Applications 6 Statistics and Computing 4 SIAM Journal on Control and Optimization 4 Electronic Journal of Statistics 3 Statistics & Probability Letters 3 European Series in Applied and Industrial Mathematics (ESAIM): Proceedings 2 IEEE Transactions on Information Theory 2 Scandinavian Journal of Statistics 2 Econometrica 2 Journal of Applied Probability 2 Comptes Rendus de l’Académie des Sciences. Série I 2 Annales de l’Institut Henri Poincaré. Probabilités et Statistiques 2 Computational Statistics and Data Analysis 2 Journal of the Royal Statistical Society. Series B. Statistical Methodology 1 Advances in Applied Probability 1 Biometrika 1 Gazette des Mathématiciens 1 IEEE Transactions on Automatic Control 1 Journal of the American Statistical Association 1 Journal of Econometrics 1 Journal of Multivariate Analysis 1 Probability and Mathematical Statistics 1 Statistics 1 Signal Processing 1 Annals of Operations Research 1 Annales des Télécommunications 1 Mathematical Methods of Statistics 1 Fractals 1 Monte Carlo Methods and Applications 1 Electronic Journal of Probability 1 Electronic Communications in Probability 1 ACM Transactions on Modeling and Computer Simulation 1 Statistical Inference for Stochastic Processes 1 Methodology and Computing in Applied Probability 1 IEEE Transactions on Image Processing 1 Journal of Machine Learning Research (JMLR) 1 EURASIP Journal on Applied Signal Processing 1 SIAM Journal on Imaging Sciences 1 Stochastic Systems 1 Springer Series in Statistics 1 SIAM/ASA Journal on Uncertainty Quantification 1 Springer Series in Operations Research and Financial Engineering 1 Chapman & Hall/CRC Texts in Statistical Science Series 1 SIAM Journal on Mathematics of Data Science all top 5 Fields 74 Statistics (62-XX) 61 Probability theory and stochastic processes (60-XX) 48 Numerical analysis (65-XX) 14 Systems theory; control (93-XX) 9 Information and communication theory, circuits (94-XX) 5 Harmonic analysis on Euclidean spaces (42-XX) 4 Operations research, mathematical programming (90-XX) 4 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 3 Computer science (68-XX) 1 Ordinary differential equations (34-XX) 1 Dynamical systems and ergodic theory (37-XX) 1 Integral equations (45-XX) 1 Quantum theory (81-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 103 Publications have been cited 1,926 times in 1,310 Documents Cited by ▼ Year ▼ Inference in hidden Markov models. Zbl 1080.62065Cappé, Olivier; Moulines, Eric; Rydén, Tobias 305 2005 Convergence of a stochastic approximation version of the EM algorithm. Zbl 0932.62094Delyon, Bernard; Lavielle, Marc; Moulines, Eric 132 1999 On the ergodicity properties of some adaptive MCMC algorithms. Zbl 1114.65001Andrieu, Christophe; Moulines, Éric 79 2006 Stability of stochastic approximation under verifiable conditions. Zbl 1083.62073Andrieu, Christophe; Moulines, Éric; Priouret, Pierre 67 2005 Asymptotic properties of the maximum likelihood estimator in autoregressive models with Markov regime. Zbl 1056.62028Douc, Randal; Moulines, Éric; Rydén, Tobias 66 2004 Practical drift conditions for subgeometric rates of convergence. Zbl 1082.60062Douc, Randal; Fort, Gersende; Moulines, Eric; Soulier, Philippe 63 2004 Least-squares estimation of an unknown number of shifts in a time series. Zbl 0974.62070Lavielle, Marc; Moulines, Eric 53 2000 Nonasymptotic convergence analysis for the unadjusted Langevin algorithm. Zbl 1377.65007Durmus, Alain; Moulines, Éric 50 2017 Quantitative bounds on convergence of time-inhomogeneous Markov chains. Zbl 1072.60059Douc, R.; Moulines, E.; Rosenthal, Jeffrey S. 44 2004 Nonlinear time series. Theory, methods and applications with R examples. Zbl 1306.62026Douc, Randal; Moulines, Eric; Stoffer, David S. 41 2014 Broadband log-periodogram regression of time series with long-range dependence. Zbl 0962.62085Moulines, Eric; Soulier, Philippe 40 1999 Estimating long memory in volatility. Zbl 1151.91702Hurvich, Clifford M.; Moulines, Eric; Soulier, Philippe 39 2005 Limit theorems for weighted samples with applications to sequential Monte Carlo methods. Zbl 1155.62056Douc, Randal; Moulines, Eric 36 2008 Convergence of the Monte Carlo expectation maximization for curved exponential families. Zbl 1043.62015Fort, Gersende; Moulines, Eric 35 2003 On the spectral density of the wavelet coefficients of long-memory time series with application to the log-regression estimation of the memory parameter. Zbl 1150.62058Moulines, E.; Roueff, F.; Taqqu, M. S. 35 2007 On-line expectation-maximization algorithm for latent data models. Zbl 1250.62015Cappé, Olivier; Moulines, Eric 33 2009 Wavelet estimator of long-range dependent processes. Zbl 1054.62579Bardet, J. M.; Lang, G.; Moulines, E.; Soulier, P. 32 2000 Convergence of adaptive and interacting Markov chain Monte Carlo algorithms. Zbl 1246.65003Fort, G.; Moulines, E.; Priouret, P. 32 2011 Estimators of long-memory: Fourier versus wavelets. Zbl 1431.62367Faÿ, Gilles; Moulines, Eric; Roueff, François; Taqqu, Murad S. 28 2009 A wavelet Whittle estimator of the memory parameter of a nonstationary Gaussian time series. Zbl 1142.62062Moulines, E.; Roueff, F.; Taqqu, M. S. 27 2008 On recursive estimation for time varying autoregressive processes. Zbl 1084.62089Moulines, Eric; Priouret, Pierre; Roueff, François 26 2005 Consistency of the maximum likelihood estimator for general hidden Markov models. Zbl 1209.62194Douc, Randal; Moulines, Eric; Olsson, Jimmy; van Handel, Ramon 26 2011 Sequential Monte Carlo smoothing with application to parameter estimation in nonlinear state space models. Zbl 1155.62055Olsson, Jimmy; Cappé, Olivier; Douc, Randal; Moulines, Éric 26 2008 High-dimensional Bayesian inference via the unadjusted Langevin algorithm. Zbl 1428.62111Durmus, Alain; Moulines, Éric 26 2019 Polynomial ergodicity of Markov transition kernels. Zbl 1075.60547Fort, G.; Moulines, E. 24 2003 On perturbed proximal gradient algorithms. Zbl 1433.90199Atchadé, Yves F.; Fort, Gersende; Moulines, Eric 24 2017 Ergodicity of observation-driven time series models and consistency of the maximum likelihood estimator. Zbl 1285.62104Douc, R.; Doukhan, P.; Moulines, E. 23 2013 On the geometric ergodicity of hybrid samplers. Zbl 1028.65002Fort, G.; Moulines, E.; Roberts, G. O.; Rosenthal, J. S. 21 2003 Asymptotic properties of \(U\)-processes under long-range dependence. Zbl 1242.62100Lévy-Leduc, C.; Boistard, H.; Moulines, E.; Taqqu, M. S.; Reisen, V. A. 20 2011 Computable convergence rates for sub-geometric ergodic Markov chains. Zbl 1131.60065Douc, Randal; Moulines, Eric; Soulier, Philippe 20 2007 Forgetting the initial distribution for hidden Markov models. Zbl 1159.93357Douc, R.; Fort, G.; Moulines, E.; Priouret, P. 20 2009 Sequential Monte Carlo smoothing for general state space hidden Markov models. Zbl 1237.60026Douc, Randal; Garivier, Aurélien; Moulines, Eric; Olsson, Jimmy 19 2011 Markov chains. Zbl 1429.60002Douc, Randal; Moulines, Eric; Priouret, Pierre; Soulier, Philippe 18 2018 The FEXP estimator for potentially non-stationary linear time series. Zbl 1057.62074Hurvich, Clifford M.; Moulines, Eric; Soulier, Philippe 18 2002 Optimality of the auxiliary particle filter. Zbl 1176.62092Douc, Randal; Moulines, Éric; Olsson, Jimmy 18 2009 \(V\)-subgeometric ergodicity for a Hastings-Metropolis algorithm. Zbl 0981.60032Fort, Gersende; Moulines, Eric 16 2000 Central limit theorem for the log-regression wavelet estimation of the memory parameter in the Gaussian semi-parametric context. Zbl 1141.62073Moulines, E.; Roueff, F.; Taqqu, Murad S. 16 2007 Scaling analysis of multiple-try MCMC methods. Zbl 1239.60075Bédard, Mylène; Douc, Randal; Moulines, Eric 16 2012 Efficient Bayesian computation by proximal Markov chain Monte Carlo: when Langevin meets Moreau. Zbl 1401.65016Durmus, Alain; Moulines, Éric; Pereyra, Marcelo 15 2018 On parallel implementation of sequential Monte Carlo methods: the island particle model. Zbl 1331.65023Vergé, Christelle; Dubarry, Cyrille; Del Moral, Pierre; Moulines, Eric 14 2015 Semiparametric spectral estimation for fractional processes. Zbl 1109.62353Moulines, Eric; Soulier, Philippe 14 2003 Bounds on regeneration times and limit theorems for subgeometric Markov chains. Zbl 1176.60063Douc, Randal; Guillin, Arnaud; Moulines, Eric 13 2008 Robust estimation of the scale and of the autocovariance function of Gaussian short- and long-range dependent processes. Zbl 1290.62082Lévy-Leduc, Céline; Boistard, Hélène; Moulines, Eric; Taqqu, Murad S.; Reisen, Valderio A. 13 2011 Long-term stability of sequential Monte Carlo methods under verifiable conditions. Zbl 1429.62364Douc, Randal; Moulines, Eric; Olsson, Jimmy 12 2014 Asymptotic properties of the maximum likelihood estimation in misspecified hidden Markov models. Zbl 1373.62436Douc, Randal; Moulines, Eric 11 2012 A subspace algorithm for certain blind identification problems. Zbl 0870.94006Abed-Meraim, K.; Loubaton, P.; Moulines, E. 11 1997 Subgeometric rates of convergence in Wasserstein distance for Markov chains. Zbl 1355.60096Durmus, Alain; Fort, Gersende; Moulines, Éric 9 2016 On upper-confidence bound policies for switching bandit problems. Zbl 1349.60070Garivier, Aurélien; Moulines, Eric 9 2011 Adaptive estimation of the fractional differencing coefficient. Zbl 1006.62082Iouditsky, Anatoli; Moulines, Eric; Soulier, Philippe 8 2001 Large sample behaviour of some well-known robust estimators under long-range dependence. Zbl 1291.62108Lévy-Leduc, C.; Boistard, H.; Moulines, E.; Taqqu, M. S.; Reisen, V. A. 8 2011 Scaling analysis of delayed rejection MCMC methods. Zbl 1323.65001Bédard, Mylène; Douc, Randal; Moulines, Eric 8 2014 Uniform ergodicity of the particle Gibbs sampler. Zbl 1360.60143Lindsten, Fredrik; Douc, Randal; Moulines, Eric 7 2015 Adaptive multinomial matrix completion. Zbl 1329.62304Klopp, Olga; Lafond, Jean; Moulines, Éric; Salmon, Joseph 7 2015 Quantitative bounds of convergence for geometrically ergodic Markov chain in the Wasserstein distance with application to the Metropolis adjusted Langevin algorithm. Zbl 1332.62282Durmus, Alain; Moulines, Éric 7 2015 On adaptive stratification. Zbl 1279.65007Etore, Pierre; Fort, Gersende; Jourdain, Benjamin; Moulines, Eric 7 2011 Forgetting of the initial condition for the filter in general state-space hidden Markov chain: a coupling approach. Zbl 1189.93137Douc, Randal; Moulines, Eric; Ritov, Yaacov 7 2009 Convergence of Markovian stochastic approximation with discontinuous dynamics. Zbl 1334.90090Fort, G.; Moulines, E.; Schreck, A.; Vihola, M. 6 2016 Data driven order selection for projection estimator of the spectral density of time series with long range dependence. Zbl 0958.62091Moulines, Eric; Soulier, Philippe 6 2000 On the convergence of the Monte-Carlo maximum likelihood method for latent variable models. Zbl 1035.62015Cappé, Olivier; Douc, Randal; Moulines, Eric; Robert, Christian 6 2002 Irreducibility and geometric ergodicity of Hamiltonian Monte Carlo. Zbl 1460.65005Durmus, Alain; Moulines, Éric; Saksman, Eero 6 2020 The tamed unadjusted Langevin algorithm. Zbl 07107458Brosse, Nicolas; Durmus, Alain; Moulines, Éric; Sabanis, Sotirios 6 2019 Normalizing constants of log-concave densities. Zbl 1473.65005Brosse, Nicolas; Durmus, Alain; Moulines, Éric 5 2018 Edgeworth expansions for linear statistics of possibly long-range-dependent linear processes. Zbl 1102.62093Faÿ, Gilles; Moulines, Eric; Soulier, Philippe 5 2004 Nonlinear functionals of the periodogram. Zbl 1063.62015Fay, Gilles; Moulines, Eric; Soulier, Philippe 5 2002 Asymptotic properties of quasi-maximum likelihood estimators in observation-driven time series models. Zbl 1366.62173Douc, Randal; Fokianos, Konstantinos; Moulines, Eric 5 2017 On stochastic gradient Langevin dynamics with dependent data streams in the logconcave case. Zbl 1475.60156Barkhagen, M.; Chau, N. H.; Moulines, É.; Rásonyi, M.; Sabanis, S.; Zhang, Y. 5 2021 Forgetting of the initial distribution for nonergodic hidden Markov chains. Zbl 1197.93158Douc, Randal; Gassiat, Elisabeth; Landelle, Benoit; Moulines, Eric 4 2010 On a perturbation approach for the analysis of stochastic tracking algorithms. Zbl 0972.60026Aguech, Rafik; Moulines, Eric; Priouret, Pierre 4 2000 On the properties of the periodogram of a stationary long-memory process over different epochs with applications. Zbl 1224.62078Reisen, Valdério A.; Moulines, Eric; Soulier, Philippe; Franco, Glaura C. 4 2010 Simulation-based methods for blind maximum-likelihood filter identification. Zbl 0926.93066Cappé, Olivier; Doucet, Arnaud; Lavielle, Marc; Moulines, Eric 4 1999 Variance reduction for Markov chains with application to MCMC. Zbl 1447.62107Belomestny, D.; Iosipoi, L.; Moulines, E.; Naumov, A.; Samsonov, S. 4 2020 Blocking strategies and stability of particle Gibbs samplers. Zbl 07072338Singh, S. S.; Lindsten, Frederik; Moulines, Eric 4 2017 A central limit theorem for adaptive and interacting Markov chains. Zbl 1303.60020Fort, G.; Moulines, E.; Priouret, P.; Vandekerkhove, P. 4 2014 Optimal scaling of the random walk Metropolis algorithm under \(L^p\) mean differentiability. Zbl 1401.65007Durmus, Alain; Le Corff, Sylvain; Moulines, Eric; Roberts, Gareth O. 3 2017 Decentralized Frank-Wolfe algorithm for convex and nonconvex problems. Zbl 1390.90525Wai, Hoi-To; Lafond, Jean; Scaglione, Anna; Moulines, Eric 3 2017 On approximate maximum-likelihood methods for blind identification: how to cope with the curse of dimensionality. Zbl 1391.94494Barembruch, Steffen; Garivier, Aurélien; Moulines, Eric 3 2009 The ODE method for stability of skip-free Markov chains with applications to MCMC. Zbl 1148.60052Fort, Gersende; Meyn, Sean; Moulines, Eric; Priouret, Pierre 3 2008 On stochastic gradient Langevin dynamics with dependent data streams: the fully nonconvex case. Zbl 07419554Chau, Ngoc Huy; Moulines, Éric; Rásonyi, Miklós; Sabanis, Sotirios; Zhang, Ying 3 2021 Adaptive equi-energy sampler: convergence and illustration. Zbl 1386.65024Schreck, Amandine; Fort, Gersende; Moulines, Eric 2 2013 Adaptive sequential Monte Carlo by means of mixture of experts. Zbl 1325.62151Cornebise, Julien; Moulines, Eric; Olsson, Jimmy 2 2014 MCMC design-based non-parametric regression for rare event. application to nested risk computations. Zbl 1360.65024Fort, Gersende; Gobet, Emmanuel; Moulines, Eric 2 2017 On blind multiuser forward link channel estimation by the subspace method: Identifiability results. Zbl 1033.93065Loubaton, Philippe; Moulines, Eric 2 2000 Limit theorems for weighted samples with applications to sequential Monte Carlo methods. Zbl 1359.62341Douc, R.; Moulines, E. 2 2007 Central limit theorem for the robust log-regression wavelet estimation of the memory parameter in the Gaussian semi-parametric context. Zbl 1288.62061Kouamo, O.; Lévy-Leduc, C.; Moulines, E. 2 2013 A quantitative McDiarmid’s inequality for geometrically ergodic Markov chains. Zbl 1434.60174Havet, Antoine; Lerasle, Matthieu; Moulines, Eric; Vernet, Elodie 2 2020 Main effects and interactions in mixed and incomplete data frames. Zbl 1441.62145Robin, Geneviève; Klopp, Olga; Josse, Julie; Moulines, Éric; Tibshirani, Robert 2 2020 Low-rank model with covariates for count data with missing values. Zbl 1422.62192Robin, Geneviève; Josse, Julie; Moulines, Éric; Sardy, Sylvain 2 2019 Nonparametric inference of photon energy distribution from indirect measurement. Zbl 1127.62127Moulines, E.; Roueff, F.; Souloumiac, A.; Trigano, T. 1 2007 Nonparametric estimation of Mark’s distribution of an exponential shot-noise process. Zbl 1334.62050Ilhe, Paul; Moulines, Éric; Roueff, Francois; Souloumiac, Antoine 1 2015 The mathematics of big data. (Les mathématiques des big data.) Zbl 1359.62022Moulines, É. 1 2015 Convergence properties of weighted particle islands with application to the double bootstrap algorithm. Zbl 1381.60069Del Moral, Pierre; Moulines, Eric; Olsson, Jimmy; Vergé, Christelle 1 2016 Invariance of subspace based estimators. Zbl 1008.94003Cardoso, Jean-François; Moulines, Éric 1 2000 Detection of multiple changes in the mean of a random process. (Détection de ruptures multiples dans la moyenne d’un processus aléatoire.) Zbl 0882.60031Lavielle, Marc; Moulines, Éric 1 1997 Global sampling for sequential filtering over discrete state space. Zbl 1075.62085Cheung-Mon-Chan, Pascal; Moulines, Eric 1 2004 Corrigendum to “Estimating long memory in volatility” [Econometrica 73, No. 4, 1283–1328 (2005)]. Zbl 1152.91712Hurvich, Clifford M.; Moulines, Eric; Soulier, Philippe 1 2008 Frequency estimation based on the cumulated Lomb-Scargle periodogram. Zbl 1199.62022Lévy-Leduc, C.; Moulines, E.; Roueff, F. 1 2008 Variance reduction for dependent sequences with applications to stochastic gradient MCMC. Zbl 1478.60206Belomestny, Denis; Iosipoi, Leonid; Moulines, Eric; Naumov, Alexey; Samsonov, Sergey 1 2021 On stability of a class of filters for nonlinear stochastic systems. Zbl 1448.37061Karvonen, Toni; Bonnabel, Silvère; Moulines, Eric; Särkkä, Simo 1 2020 On the two-filter approximations of marginal smoothing distributions in general state-space models. Zbl 07163641Nguyen, Thi Ngoc Minh; Le Corff, Sylvain; Moulines, Eric 1 2018 A simple variance inequality for \(U\)-statistics of a Markov chain with applications. Zbl 1310.60025Fort, G.; Moulines, E.; Priouret, P.; Vandekerkhove, P. 1 2012 On stochastic gradient Langevin dynamics with dependent data streams in the logconcave case. Zbl 1475.60156Barkhagen, M.; Chau, N. H.; Moulines, É.; Rásonyi, M.; Sabanis, S.; Zhang, Y. 5 2021 On stochastic gradient Langevin dynamics with dependent data streams: the fully nonconvex case. Zbl 07419554Chau, Ngoc Huy; Moulines, Éric; Rásonyi, Miklós; Sabanis, Sotirios; Zhang, Ying 3 2021 Variance reduction for dependent sequences with applications to stochastic gradient MCMC. Zbl 1478.60206Belomestny, Denis; Iosipoi, Leonid; Moulines, Eric; Naumov, Alexey; Samsonov, Sergey 1 2021 Irreducibility and geometric ergodicity of Hamiltonian Monte Carlo. Zbl 1460.65005Durmus, Alain; Moulines, Éric; Saksman, Eero 6 2020 Variance reduction for Markov chains with application to MCMC. Zbl 1447.62107Belomestny, D.; Iosipoi, L.; Moulines, E.; Naumov, A.; Samsonov, S. 4 2020 A quantitative McDiarmid’s inequality for geometrically ergodic Markov chains. Zbl 1434.60174Havet, Antoine; Lerasle, Matthieu; Moulines, Eric; Vernet, Elodie 2 2020 Main effects and interactions in mixed and incomplete data frames. Zbl 1441.62145Robin, Geneviève; Klopp, Olga; Josse, Julie; Moulines, Éric; Tibshirani, Robert 2 2020 On stability of a class of filters for nonlinear stochastic systems. Zbl 1448.37061Karvonen, Toni; Bonnabel, Silvère; Moulines, Eric; Särkkä, Simo 1 2020 f-SAEM: a fast stochastic approximation of the EM algorithm for nonlinear mixed effects models. Zbl 07135460Karimi, Belhal; Lavielle, Marc; Moulines, Eric 1 2020 High-dimensional Bayesian inference via the unadjusted Langevin algorithm. Zbl 1428.62111Durmus, Alain; Moulines, Éric 26 2019 The tamed unadjusted Langevin algorithm. Zbl 07107458Brosse, Nicolas; Durmus, Alain; Moulines, Éric; Sabanis, Sotirios 6 2019 Low-rank model with covariates for count data with missing values. Zbl 1422.62192Robin, Geneviève; Josse, Julie; Moulines, Éric; Sardy, Sylvain 2 2019 Markov chains. Zbl 1429.60002Douc, Randal; Moulines, Eric; Priouret, Pierre; Soulier, Philippe 18 2018 Efficient Bayesian computation by proximal Markov chain Monte Carlo: when Langevin meets Moreau. Zbl 1401.65016Durmus, Alain; Moulines, Éric; Pereyra, Marcelo 15 2018 Normalizing constants of log-concave densities. Zbl 1473.65005Brosse, Nicolas; Durmus, Alain; Moulines, Éric 5 2018 On the two-filter approximations of marginal smoothing distributions in general state-space models. Zbl 07163641Nguyen, Thi Ngoc Minh; Le Corff, Sylvain; Moulines, Eric 1 2018 Nonasymptotic convergence analysis for the unadjusted Langevin algorithm. Zbl 1377.65007Durmus, Alain; Moulines, Éric 50 2017 On perturbed proximal gradient algorithms. Zbl 1433.90199Atchadé, Yves F.; Fort, Gersende; Moulines, Eric 24 2017 Asymptotic properties of quasi-maximum likelihood estimators in observation-driven time series models. Zbl 1366.62173Douc, Randal; Fokianos, Konstantinos; Moulines, Eric 5 2017 Blocking strategies and stability of particle Gibbs samplers. Zbl 07072338Singh, S. S.; Lindsten, Frederik; Moulines, Eric 4 2017 Optimal scaling of the random walk Metropolis algorithm under \(L^p\) mean differentiability. Zbl 1401.65007Durmus, Alain; Le Corff, Sylvain; Moulines, Eric; Roberts, Gareth O. 3 2017 Decentralized Frank-Wolfe algorithm for convex and nonconvex problems. Zbl 1390.90525Wai, Hoi-To; Lafond, Jean; Scaglione, Anna; Moulines, Eric 3 2017 MCMC design-based non-parametric regression for rare event. application to nested risk computations. Zbl 1360.65024Fort, Gersende; Gobet, Emmanuel; Moulines, Eric 2 2017 Subgeometric rates of convergence in Wasserstein distance for Markov chains. Zbl 1355.60096Durmus, Alain; Fort, Gersende; Moulines, Éric 9 2016 Convergence of Markovian stochastic approximation with discontinuous dynamics. Zbl 1334.90090Fort, G.; Moulines, E.; Schreck, A.; Vihola, M. 6 2016 Convergence properties of weighted particle islands with application to the double bootstrap algorithm. Zbl 1381.60069Del Moral, Pierre; Moulines, Eric; Olsson, Jimmy; Vergé, Christelle 1 2016 On parallel implementation of sequential Monte Carlo methods: the island particle model. Zbl 1331.65023Vergé, Christelle; Dubarry, Cyrille; Del Moral, Pierre; Moulines, Eric 14 2015 Uniform ergodicity of the particle Gibbs sampler. Zbl 1360.60143Lindsten, Fredrik; Douc, Randal; Moulines, Eric 7 2015 Adaptive multinomial matrix completion. Zbl 1329.62304Klopp, Olga; Lafond, Jean; Moulines, Éric; Salmon, Joseph 7 2015 Quantitative bounds of convergence for geometrically ergodic Markov chain in the Wasserstein distance with application to the Metropolis adjusted Langevin algorithm. Zbl 1332.62282Durmus, Alain; Moulines, Éric 7 2015 Nonparametric estimation of Mark’s distribution of an exponential shot-noise process. Zbl 1334.62050Ilhe, Paul; Moulines, Éric; Roueff, Francois; Souloumiac, Antoine 1 2015 The mathematics of big data. (Les mathématiques des big data.) Zbl 1359.62022Moulines, É. 1 2015 Nonlinear time series. Theory, methods and applications with R examples. Zbl 1306.62026Douc, Randal; Moulines, Eric; Stoffer, David S. 41 2014 Long-term stability of sequential Monte Carlo methods under verifiable conditions. Zbl 1429.62364Douc, Randal; Moulines, Eric; Olsson, Jimmy 12 2014 Scaling analysis of delayed rejection MCMC methods. Zbl 1323.65001Bédard, Mylène; Douc, Randal; Moulines, Eric 8 2014 A central limit theorem for adaptive and interacting Markov chains. Zbl 1303.60020Fort, G.; Moulines, E.; Priouret, P.; Vandekerkhove, P. 4 2014 Adaptive sequential Monte Carlo by means of mixture of experts. Zbl 1325.62151Cornebise, Julien; Moulines, Eric; Olsson, Jimmy 2 2014 Ergodicity of observation-driven time series models and consistency of the maximum likelihood estimator. Zbl 1285.62104Douc, R.; Doukhan, P.; Moulines, E. 23 2013 Adaptive equi-energy sampler: convergence and illustration. Zbl 1386.65024Schreck, Amandine; Fort, Gersende; Moulines, Eric 2 2013 Central limit theorem for the robust log-regression wavelet estimation of the memory parameter in the Gaussian semi-parametric context. Zbl 1288.62061Kouamo, O.; Lévy-Leduc, C.; Moulines, E. 2 2013 Scaling analysis of multiple-try MCMC methods. Zbl 1239.60075Bédard, Mylène; Douc, Randal; Moulines, Eric 16 2012 Asymptotic properties of the maximum likelihood estimation in misspecified hidden Markov models. Zbl 1373.62436Douc, Randal; Moulines, Eric 11 2012 A simple variance inequality for \(U\)-statistics of a Markov chain with applications. Zbl 1310.60025Fort, G.; Moulines, E.; Priouret, P.; Vandekerkhove, P. 1 2012 Convergence of adaptive and interacting Markov chain Monte Carlo algorithms. Zbl 1246.65003Fort, G.; Moulines, E.; Priouret, P. 32 2011 Consistency of the maximum likelihood estimator for general hidden Markov models. Zbl 1209.62194Douc, Randal; Moulines, Eric; Olsson, Jimmy; van Handel, Ramon 26 2011 Asymptotic properties of \(U\)-processes under long-range dependence. Zbl 1242.62100Lévy-Leduc, C.; Boistard, H.; Moulines, E.; Taqqu, M. S.; Reisen, V. A. 20 2011 Sequential Monte Carlo smoothing for general state space hidden Markov models. Zbl 1237.60026Douc, Randal; Garivier, Aurélien; Moulines, Eric; Olsson, Jimmy 19 2011 Robust estimation of the scale and of the autocovariance function of Gaussian short- and long-range dependent processes. Zbl 1290.62082Lévy-Leduc, Céline; Boistard, Hélène; Moulines, Eric; Taqqu, Murad S.; Reisen, Valderio A. 13 2011 On upper-confidence bound policies for switching bandit problems. Zbl 1349.60070Garivier, Aurélien; Moulines, Eric 9 2011 Large sample behaviour of some well-known robust estimators under long-range dependence. Zbl 1291.62108Lévy-Leduc, C.; Boistard, H.; Moulines, E.; Taqqu, M. S.; Reisen, V. A. 8 2011 On adaptive stratification. Zbl 1279.65007Etore, Pierre; Fort, Gersende; Jourdain, Benjamin; Moulines, Eric 7 2011 Forgetting of the initial distribution for nonergodic hidden Markov chains. Zbl 1197.93158Douc, Randal; Gassiat, Elisabeth; Landelle, Benoit; Moulines, Eric 4 2010 On the properties of the periodogram of a stationary long-memory process over different epochs with applications. Zbl 1224.62078Reisen, Valdério A.; Moulines, Eric; Soulier, Philippe; Franco, Glaura C. 4 2010 On-line expectation-maximization algorithm for latent data models. Zbl 1250.62015Cappé, Olivier; Moulines, Eric 33 2009 Estimators of long-memory: Fourier versus wavelets. Zbl 1431.62367Faÿ, Gilles; Moulines, Eric; Roueff, François; Taqqu, Murad S. 28 2009 Forgetting the initial distribution for hidden Markov models. Zbl 1159.93357Douc, R.; Fort, G.; Moulines, E.; Priouret, P. 20 2009 Optimality of the auxiliary particle filter. Zbl 1176.62092Douc, Randal; Moulines, Éric; Olsson, Jimmy 18 2009 Forgetting of the initial condition for the filter in general state-space hidden Markov chain: a coupling approach. Zbl 1189.93137Douc, Randal; Moulines, Eric; Ritov, Yaacov 7 2009 On approximate maximum-likelihood methods for blind identification: how to cope with the curse of dimensionality. Zbl 1391.94494Barembruch, Steffen; Garivier, Aurélien; Moulines, Eric 3 2009 Limit theorems for weighted samples with applications to sequential Monte Carlo methods. Zbl 1155.62056Douc, Randal; Moulines, Eric 36 2008 A wavelet Whittle estimator of the memory parameter of a nonstationary Gaussian time series. Zbl 1142.62062Moulines, E.; Roueff, F.; Taqqu, M. S. 27 2008 Sequential Monte Carlo smoothing with application to parameter estimation in nonlinear state space models. Zbl 1155.62055Olsson, Jimmy; Cappé, Olivier; Douc, Randal; Moulines, Éric 26 2008 Bounds on regeneration times and limit theorems for subgeometric Markov chains. Zbl 1176.60063Douc, Randal; Guillin, Arnaud; Moulines, Eric 13 2008 The ODE method for stability of skip-free Markov chains with applications to MCMC. Zbl 1148.60052Fort, Gersende; Meyn, Sean; Moulines, Eric; Priouret, Pierre 3 2008 Corrigendum to “Estimating long memory in volatility” [Econometrica 73, No. 4, 1283–1328 (2005)]. Zbl 1152.91712Hurvich, Clifford M.; Moulines, Eric; Soulier, Philippe 1 2008 Frequency estimation based on the cumulated Lomb-Scargle periodogram. Zbl 1199.62022Lévy-Leduc, C.; Moulines, E.; Roueff, F. 1 2008 On the spectral density of the wavelet coefficients of long-memory time series with application to the log-regression estimation of the memory parameter. Zbl 1150.62058Moulines, E.; Roueff, F.; Taqqu, M. S. 35 2007 Computable convergence rates for sub-geometric ergodic Markov chains. Zbl 1131.60065Douc, Randal; Moulines, Eric; Soulier, Philippe 20 2007 Central limit theorem for the log-regression wavelet estimation of the memory parameter in the Gaussian semi-parametric context. Zbl 1141.62073Moulines, E.; Roueff, F.; Taqqu, Murad S. 16 2007 Limit theorems for weighted samples with applications to sequential Monte Carlo methods. Zbl 1359.62341Douc, R.; Moulines, E. 2 2007 Nonparametric inference of photon energy distribution from indirect measurement. Zbl 1127.62127Moulines, E.; Roueff, F.; Souloumiac, A.; Trigano, T. 1 2007 On the ergodicity properties of some adaptive MCMC algorithms. Zbl 1114.65001Andrieu, Christophe; Moulines, Éric 79 2006 Inference in hidden Markov models. Zbl 1080.62065Cappé, Olivier; Moulines, Eric; Rydén, Tobias 305 2005 Stability of stochastic approximation under verifiable conditions. Zbl 1083.62073Andrieu, Christophe; Moulines, Éric; Priouret, Pierre 67 2005 Estimating long memory in volatility. Zbl 1151.91702Hurvich, Clifford M.; Moulines, Eric; Soulier, Philippe 39 2005 On recursive estimation for time varying autoregressive processes. Zbl 1084.62089Moulines, Eric; Priouret, Pierre; Roueff, François 26 2005 Asymptotic properties of the maximum likelihood estimator in autoregressive models with Markov regime. Zbl 1056.62028Douc, Randal; Moulines, Éric; Rydén, Tobias 66 2004 Practical drift conditions for subgeometric rates of convergence. Zbl 1082.60062Douc, Randal; Fort, Gersende; Moulines, Eric; Soulier, Philippe 63 2004 Quantitative bounds on convergence of time-inhomogeneous Markov chains. Zbl 1072.60059Douc, R.; Moulines, E.; Rosenthal, Jeffrey S. 44 2004 Edgeworth expansions for linear statistics of possibly long-range-dependent linear processes. Zbl 1102.62093Faÿ, Gilles; Moulines, Eric; Soulier, Philippe 5 2004 Global sampling for sequential filtering over discrete state space. Zbl 1075.62085Cheung-Mon-Chan, Pascal; Moulines, Eric 1 2004 Convergence of the Monte Carlo expectation maximization for curved exponential families. Zbl 1043.62015Fort, Gersende; Moulines, Eric 35 2003 Polynomial ergodicity of Markov transition kernels. Zbl 1075.60547Fort, G.; Moulines, E. 24 2003 On the geometric ergodicity of hybrid samplers. Zbl 1028.65002Fort, G.; Moulines, E.; Roberts, G. O.; Rosenthal, J. S. 21 2003 Semiparametric spectral estimation for fractional processes. Zbl 1109.62353Moulines, Eric; Soulier, Philippe 14 2003 A semi-blind channel estimation technique based on second-order blind method for CDMA systems. Zbl 1369.94480Lasaulce, Samson; Loubaton, Philippe; Moulines, Éric 1 2003 The FEXP estimator for potentially non-stationary linear time series. Zbl 1057.62074Hurvich, Clifford M.; Moulines, Eric; Soulier, Philippe 18 2002 On the convergence of the Monte-Carlo maximum likelihood method for latent variable models. Zbl 1035.62015Cappé, Olivier; Douc, Randal; Moulines, Eric; Robert, Christian 6 2002 Nonlinear functionals of the periodogram. Zbl 1063.62015Fay, Gilles; Moulines, Eric; Soulier, Philippe 5 2002 Adaptive estimation of the fractional differencing coefficient. Zbl 1006.62082Iouditsky, Anatoli; Moulines, Eric; Soulier, Philippe 8 2001 Blind identification of multipath channels: a parametric subspace approach. Zbl 1369.94492Perros-Meilhac, Lisa; Moulines, Éric; Abed-Meraim, Karim; Chevalier, Pascal; Duhamel, Pierre 1 2001 Least-squares estimation of an unknown number of shifts in a time series. Zbl 0974.62070Lavielle, Marc; Moulines, Eric 53 2000 Wavelet estimator of long-range dependent processes. Zbl 1054.62579Bardet, J. M.; Lang, G.; Moulines, E.; Soulier, P. 32 2000 \(V\)-subgeometric ergodicity for a Hastings-Metropolis algorithm. Zbl 0981.60032Fort, Gersende; Moulines, Eric 16 2000 Data driven order selection for projection estimator of the spectral density of time series with long range dependence. Zbl 0958.62091Moulines, Eric; Soulier, Philippe 6 2000 On a perturbation approach for the analysis of stochastic tracking algorithms. Zbl 0972.60026Aguech, Rafik; Moulines, Eric; Priouret, Pierre 4 2000 On blind multiuser forward link channel estimation by the subspace method: Identifiability results. Zbl 1033.93065Loubaton, Philippe; Moulines, Eric 2 2000 Invariance of subspace based estimators. Zbl 1008.94003Cardoso, Jean-François; Moulines, Éric 1 2000 Convergence of a stochastic approximation version of the EM algorithm. Zbl 0932.62094Delyon, Bernard; Lavielle, Marc; Moulines, Eric 132 1999 Broadband log-periodogram regression of time series with long-range dependence. Zbl 0962.62085Moulines, Eric; Soulier, Philippe 40 1999 ...and 3 more Documents all cited Publications top 5 cited Publications all top 5 Cited by 1,968 Authors 53 Moulines, Eric 37 Jasra, Ajay 25 Fort, Gersende 20 Douc, Randal 20 Doucet, Arnaud 20 Taqqu, Murad S. 16 Del Moral, Pierre 16 Rosenthal, Jeffrey S. 16 Roueff, François 15 Roberts, Gareth O. 15 Singh, Sumeetpal S. 15 Vihola, Matti 14 Durmus, Alain 14 Liang, Faming 13 Bardet, Jean-Marc 13 Lavielle, Marc 12 Allassonnière, Stéphanie 12 Lévy-Leduc, Céline 12 Reisen, Valdério Anselmo 12 Samson, Adeline 11 Olsson, Jimmy 11 Soulier, Philippe 10 Didier, Gustavo 10 Guillin, Arnaud 10 Whiteley, Nick 9 Atchadé, Yves F. 9 Beskos, Alexandros 9 Kuhn, Estelle 9 Miasojedow, Błażej 8 Fearnhead, Paul 8 Golomozyĭ, V. V. 8 Hobert, James P. 8 Hurvich, Clifford M. 8 Lember, Jüri 8 Robinson, Peter Michael 7 Andrieu, Christophe 7 Arteche, Josu 7 Chopin, Nicolas 7 Crisan, Dan O. 7 Jacob, Pierre E. 7 Kamatani, Kengo 7 Latuszynski, Krzysztof 7 Law, Kody J. H. 7 Pereyra, Marcelo 7 Pieczynski, Wojciech 7 Zhou, Yan 6 Bédard, Myléne 6 Fokianos, Konstantinos 6 Gassiat, Elisabeth 6 Giraitis, Liudas 6 Ionides, Edward L. 6 Jones, Galin L. 6 Jourdain, Benjamin 6 Kokoszka, Piotr S. 6 Mira, Antonietta 6 Priouret, Pierre 6 Rásonyi, Miklós 6 Robert, Christian P. Robert 6 Sabanis, Sotirios 6 Spade, David A. 6 van Handel, Ramon 5 Abry, Patrice 5 Ailliot, Pierre 5 Aston, John A. D. 5 Belomestny, Denis 5 Bertrand, Pierre Raphael 5 Cavicchioli, Maddalena 5 Cheon, Sooyoung 5 Cournède, Paul-Henry 5 Dahlhaus, Rainer 5 Doukhan, Paul 5 Garivier, Aurélien 5 Kantas, Nikolas 5 Kartashov, Mykola Valentynovych 5 Koutsourelakis, Phaedon-Stelios 5 Kutoyants, Yury A. 5 Lachos Dávila, Víctor Hugo 5 Le Corff, Sylvain 5 Lee, Anthony J. T. 5 Lelièvre, Tony 5 Marin, Jean-Michel 5 Martin, Gael M. 5 Míguez, Joaquín 5 Stoltz, Gabriel 5 Trevezas, Samis 5 Wu, Wei Biao 4 Agüero, Juan-Carlos 4 Bartlett, Peter L. 4 Beran, Jan 4 Bianchi, Pascal 4 Boistard, Hélène 4 Bondon, Pascal 4 Coeurjolly, Jean-François 4 Creal, Drew D. 4 De Bortoli, Valentin 4 Debavelaere, Vianney 4 Deo, Rohit S. 4 Durrleman, Stanley 4 Eberle, Andreas 4 Fryzlewicz, Piotr ...and 1,868 more Authors all top 5 Cited in 233 Serials 81 Statistics and Computing 70 Computational Statistics and Data Analysis 60 The Annals of Statistics 59 Bernoulli 50 Stochastic Processes and their Applications 47 The Annals of Applied Probability 41 Journal of Econometrics 39 Electronic Journal of Statistics 28 Journal of Time Series Analysis 22 Statistics & Probability Letters 22 Journal of Statistical Computation and Simulation 21 Journal of Multivariate Analysis 18 Journal of Statistical Planning and Inference 18 Computational Statistics 18 Methodology and Computing in Applied Probability 17 Advances in Applied Probability 15 Communications in Statistics. 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Advances in Statistical Analysis 8 SIAM/ASA Journal on Uncertainty Quantification 7 Stochastic Analysis and Applications 7 Econometric Reviews 7 Journal of Economic Dynamics & Control 7 Signal Processing 7 Machine Learning 7 Statistical Papers 6 Journal of Statistical Physics 6 Physica A 6 Biometrics 6 Mathematics and Computers in Simulation 6 Annales de l’Institut Henri Poincaré. Probabilités et Statistiques 6 SIAM Journal on Scientific Computing 6 Monte Carlo Methods and Applications 6 Journal of the Korean Statistical Society 6 Journal of Agricultural, Biological, and Environmental Statistics 5 Journal of Computational Physics 5 SIAM Journal on Control and Optimization 5 Journal of Theoretical Probability 5 Queueing Systems 5 Test 5 Quantitative Finance 5 Statistical Methods and Applications 4 The Canadian Journal of Statistics 4 Metrika 4 Chaos, Solitons and Fractals 4 The Annals of Probability 4 Journal of Optimization Theory and Applications 4 Operations Research 4 Systems & Control Letters 4 Insurance Mathematics & Economics 4 Probability Theory and Related Fields 4 Economics Letters 4 Automation and Remote Control 4 SIAM Journal on Optimization 4 Mathematical Methods of Statistics 4 Electronic Communications in Probability 4 Journal of the Royal Statistical Society. Series B. Statistical Methodology 4 Multiscale Modeling & Simulation 4 Statistics Surveys 4 Bayesian Analysis 4 European Series in Applied and Industrial Mathematics (ESAIM): Proceedings and Surveys 4 Foundations of Data Science 3 International Journal of Control 3 Inverse Problems 3 Journal of the Franklin Institute 3 Lithuanian Mathematical Journal 3 Circuits, Systems, and Signal Processing 3 Sequential Analysis 3 Journal of Complexity 3 International Journal of Approximate Reasoning 3 Annals of Operations Research 3 European Journal of Operational Research 3 Pattern Recognition 3 Mathematical Programming. Series A. Series B 3 Statistica Sinica 3 Electronic Journal of Probability 3 Journal of Nonparametric Statistics 3 Brazilian Journal of Probability and Statistics 3 Stochastics 3 Journal of Physics A: Mathematical and Theoretical 3 Journal of Probability and Statistics 3 Journal of Theoretical Biology ...and 133 more Serials all top 5 Cited in 38 Fields 940 Statistics (62-XX) 560 Probability theory and stochastic processes (60-XX) 428 Numerical analysis (65-XX) 86 Computer science (68-XX) 84 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 83 Systems theory; control (93-XX) 55 Operations research, mathematical programming (90-XX) 48 Biology and other natural sciences (92-XX) 36 Information and communication theory, circuits (94-XX) 29 Dynamical systems and ergodic theory (37-XX) 28 Harmonic analysis on Euclidean spaces (42-XX) 28 Statistical mechanics, structure of matter (82-XX) 13 Operator theory (47-XX) 13 Geophysics (86-XX) 12 Partial differential equations (35-XX) 11 Ordinary differential equations (34-XX) 10 Linear and multilinear algebra; matrix theory (15-XX) 10 Calculus of variations and optimal control; optimization (49-XX) 6 Quantum theory (81-XX) 3 Combinatorics (05-XX) 3 Functional analysis (46-XX) 3 Mechanics of deformable solids (74-XX) 3 Fluid mechanics (76-XX) 2 General and overarching topics; collections (00-XX) 2 History and biography (01-XX) 2 Real functions (26-XX) 2 Measure and integration (28-XX) 2 Integral equations (45-XX) 2 Differential geometry (53-XX) 1 Number theory (11-XX) 1 Group theory and generalizations (20-XX) 1 Topological groups, Lie groups (22-XX) 1 Potential theory (31-XX) 1 Difference and functional equations (39-XX) 1 Approximations and expansions (41-XX) 1 Mechanics of particles and systems (70-XX) 1 Optics, electromagnetic theory (78-XX) 1 Classical thermodynamics, heat transfer (80-XX) Citations by Year