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Author ID: doucet.arnaud Recent zbMATH articles by "Doucet, Arnaud"
Published as: Doucet, Arnaud; Doucet, A.
Homepage: https://www.stats.ox.ac.uk/~doucet/
External Links: MGP · ORCID · Google Scholar
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Co-Authors

0 single-authored
22 Andrieu, Christophe
22 Del Moral, Pierre
15 Jasra, Ajay
11 Singh, Sumeetpal Sidhu
10 Deligiannidis, George
10 Johansen, Adam M.
7 Bouchard-Côté, Alexandre
7 Robert, Christian P.
6 Caron, François
6 Chopin, Nicolas
6 de Freitas, Nando
6 Pitt, Michael K.
5 De Bortoli, Valentin
5 Godsill, Simon J.
5 Holmes, Christopher C.
5 Lee, Anthony J. T.
5 Paulin, Daniel
5 Tadić, Vladislav B.
5 Tadić, Vladislav Z. B.
4 Fearnhead, Paul
4 Girolami, Mark A.
4 Peters, Gareth William
4 Roberts, Gareth O.
3 Bornn, Luke
3 Cornebise, Julien
3 Davy, Manuel
3 Draper, David
3 Fitzgerald, William J.
3 Gordon, Neil A.
3 Heng, Jeremy
3 Jacob, Pierre E.
3 Punskaya, Elena
3 Stephens, David A.
3 Teh, Yee Whye
2 Barthelmé, Simon
2 Bercu, Bernard
2 Beskos, Alexandros
2 Bhadra, Anindya
2 Bishop, Adrian N.
2 Briers, Mark
2 Cappé, Olivier
2 Crisan, Dan O.
2 Critchley, Frank
2 Crucinio, Francesca Romana
2 Everitt, Richard Geoffrey
2 Finke, Axel
2 Gelman, Andrew
2 Golightly, Andrew
2 Gottardo, Raphael
2 Holenstein, Roman
2 Kantas, Nikolas
2 Kohn, Robert J.
2 Kypraios, Theodore
2 Latuszynski, Krzysztof
2 Lindsten, Fredrik
2 Maddison, Chris J.
2 Marin, Jean-Michel
2 Maskell, Simon
2 Mateu, Jorge
2 Pace, Michele
2 Papaspiliopoulos, Omiros
2 Pettitt, Anthony N.
2 Porcu, Emilio
2 Rue, Håvard
2 Simpson, Daniel Peter
2 Thiéry, Alexandre H.
2 Thornton, James
2 Tong, Howell
2 Vo, Ba-Ngu
2 Vollmer, Sebastian J.
2 West, Mike
1 Adams, Ryan Prescott
1 Alenlöv, Johan
1 Ali, Hassan
1 Amshah, Dino Isa
1 Anaya-Izquierdo, Karim Alejandro
1 Arafat, Ahmed
1 Arbel, Julyan
1 Archambeau, Cédric
1 Aston, John A. D.
1 Bao, Le
1 Bardenet, Rémi
1 Barnes, Chris P.
1 Beaumont, Mark A.
1 Beffy, Magali
1 Belmonte, Miguel A. G.
1 Bérard, Jean
1 Bergman, Niclas
1 Bhaumik, Shovan
1 Bierkens, Joris
1 Blum, Michael G. B.
1 Bouchard, Guillaume
1 Boys, Richard J.
1 Breyer, Laird Arnault
1 Brockwell, Anthony E.
1 Calderhead, Ben
1 Campbell, David A.
1 Campbell, Eddy
1 Castellanos, José Abel
1 Castro, Daniela
...and 170 more Co-Authors
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Serials

9 Journal of the Royal Statistical Society. Series B. Statistical Methodology
6 Annals of the Institute of Statistical Mathematics
6 IEEE Transactions on Signal Processing
5 Signal Processing
5 Journal of Machine Learning Research (JMLR)
4 Journal of the American Statistical Association
4 SIAM Journal on Control and Optimization
3 IEEE Transactions on Information Theory
3 The Annals of Statistics
3 Biometrika
3 Statistics & Probability Letters
3 The Annals of Applied Probability
3 Stochastic Processes and their Applications
3 European Series in Applied and Industrial Mathematics (ESAIM): Proceedings
3 Statistics and Computing
2 Advances in Applied Probability
2 Stochastic Analysis and Applications
2 Statistical Science
2 Electronic Journal of Probability
2 Bernoulli
2 Methodology and Computing in Applied Probability
1 The Canadian Journal of Statistics
1 Scandinavian Journal of Statistics
1 Theory of Probability and its Applications
1 Applied Mathematics and Computation
1 Automatica
1 IEEE Transactions on Automatic Control
1 IEEE Transactions on Communications
1 Journal of Applied Probability
1 Journal of Time Series Analysis
1 Machine Learning
1 Neural Computation
1 European Journal of Operational Research
1 Computational Statistics and Data Analysis
1 SIAM Journal on Optimization
1 The Journal of Artificial Intelligence Research (JAIR)
1 Monte Carlo Methods and Applications
1 ACM Transactions on Modeling and Computer Simulation
1 PAA. Pattern Analysis and Applications
1 Proceedings of the Royal Society of London. Series A. Mathematical, Physical and Engineering Sciences
1 EURASIP Journal on Applied Signal Processing
1 Comptes Rendus. Mathématique. Académie des Sciences, Paris
1 Statistical Applications in Genetics and Molecular Biology
1 European Series in Applied and Industrial Mathematics (ESAIM): Mathematical Modelling and Numerical Analysis
1 Electronic Journal of Statistics
1 Journal of Computational and Graphical Statistics
1 IEEE Transactions on Circuits and Systems I: Regular Papers

Publications by Year

Citations contained in zbMATH Open

99 Publications have been cited 2,952 times in 1,764 Documents Cited by Year
Sequential Monte Carlo methods in practice. Foreword by Adrian Smith. Zbl 0967.00022
529
2001
Sequential Monte Carlo samplers. Zbl 1105.62034
Del Moral, Pierre; Doucet, Arnaud; Jasra, Ajay
333
2006
Riemann manifold Langevin and Hamiltonian Monte Carlo methods. With discussion and authors’ reply. Zbl 1411.62071
Girolami, Mark; Calderhead, Ben
248
2011
Particle Markov chain Monte Carlo methods. With discussion and authors’ reply. Zbl 1411.65020
Andrieu, Christophe; Doucet, Arnaud; Holenstein, Roman
245
2010
A tutorial on particle filtering and smoothing: fifteen years later. Zbl 1513.60043
Doucet, A.; Johansen, A. M.
188
2011
An introduction to MCMC for machine learning. Zbl 1033.68081
Andrieu, Christophe; de Freitas, Nando; Doucet, Arnaud; Jordan, Michael I.
139
2003
An adaptive sequential Monte Carlo method for approximate Bayesian computation. Zbl 1252.65025
Del Moral, Pierre; Doucet, Arnaud; Jasra, Ajay
100
2012
An introduction to sequential Monte Carlo methods. Zbl 1056.93576
Doucet, Arnaud; de Freitas, Nando; Gordon, Neil
89
2001
On particle methods for parameter estimation in state-space models. Zbl 1332.62096
Kantas, Nikolas; Doucet, Arnaud; Singh, Sumeetpal S.; Maciejowski, Jan; Chopin, Nicolas
83
2015
Efficient implementation of Markov chain Monte Carlo when using an unbiased likelihood estimator. Zbl 1452.62055
Doucet, A.; Pitt, M. K.; Deligiannidis, G.; Kohn, R.
81
2015
Particle Markov chain Monte Carlo for efficient numerical simulation. Zbl 1184.65001
Andrieu, Christophe; Doucet, Arnaud; Holenstein, Roman
79
2009
A survey of convergence results on particle filtering methods for practitioners. Zbl 1369.60015
Crisan, Dan; Doucet, Arnaud
79
2002
Constructing summary statistics for approximate Bayesian computation: semi-automatic approximate Bayesian computation. With discussion and authors’ reply. Zbl 1411.62057
Fearnhead, Paul; Prangle, Dennis
79
2012
Monte Carlo smoothing for nonlinear times series. Zbl 1089.62517
Godsill, Simon J.; Doucet, Arnaud; West, Mike
74
2004
The bouncy particle sampler: a nonreversible rejection-free Markov chain Monte Carlo method. Zbl 1398.60084
Bouchard-Côté, Alexandre; Vollmer, Sebastian J.; Doucet, Arnaud
67
2018
Particle approximations of the score and observed information matrix in state space models with application to parameter estimation. Zbl 1214.62093
Poyiadjis, George; Doucet, Arnaud; Singh, Sumeetpal S.
63
2011
Inference for Lévy-driven stochastic volatility models via adaptive sequential Monte Carlo. Zbl 1246.91149
Jasra, Ajay; Stephens, David A.; Doucet, Arnaud; Tsagaris, Theodoros
56
2011
On adaptive resampling strategies for sequential Monte Carlo methods. Zbl 1236.60072
Del Moral, Pierre; Doucet, Arnaud; Jasra, Ajay
46
2012
On Markov chain Monte Carlo methods for tall data. Zbl 1433.68394
Bardenet, Rémi; Doucet, Arnaud; Holmes, Chris
35
2017
Smoothing algorithms for state-space models. Zbl 1422.62297
Briers, Mark; Doucet, Arnaud; Maskell, Simon
34
2010
The correlated pseudomarginal method. Zbl 1407.62074
Deligiannidis, George; Doucet, Arnaud; Pitt, Michael K.
33
2018
Sequential quasi Monte Carlo. With discussion and authors’ reply. Zbl 1414.62109
Gerber, Mathieu; Chopin, Nicolas
32
2015
Bayesian inference for linear dynamic models with Dirichlet process mixtures. Zbl 1391.62144
Caron, François; Davy, Manuel; Doucet, Arnaud; Duflos, Emmanuel; Vanheeghe, Philippe
28
2008
Particle filtering for partially observed Gaussian state space models. Zbl 1067.62098
Andrieu, Christophe; Doucet, Arnaud
24
2002
Parameter estimation in general state-space models using particle methods. Zbl 1047.62084
Doucet, Arnaud; Tadić, Vladislav B.
23
2003
A backward particle interpretation of Feynman-Kac formulae. Zbl 1209.65009
Del Moral, Pierre; Doucet, Arnaud; Singh, Sumeetpal S.
23
2010
A note on auxiliary particle filters. Zbl 1152.62066
Johansen, Adam M.; Doucet, Arnaud
22
2008
Exponential ergodicity of the bouncy particle sampler. Zbl 1467.60057
Deligiannidis, George; Bouchard-Côté, Alexandre; Doucet, Arnaud
22
2019
Particle motions in absorbing medium with hard and soft obstacles. Zbl 1071.60100
Del Moral, Pierre; Doucet, Arnaud
17
2004
Stochastic sampling algorithms for state estimation of jump Markov linear systems. Zbl 0980.93076
Doucet, Arnaud; Logothetis, Andrew; Krishnamurthy, Vikram
16
2000
Efficient particle filtering for jump Markov systems. Application to time-varying autoregressions. Zbl 1369.94075
Andrieu, Christophe; Davy, Manuel; Doucet, Arnaud
16
2003
Piecewise deterministic Markov processes for scalable Monte Carlo on restricted domains. Zbl 1463.62215
Bierkens, Joris; Bouchard-Côté, Alexandre; Doucet, Arnaud; Duncan, Andrew B.; Fearnhead, Paul; Lienart, Thibaut; Roberts, Gareth; Vollmer, Sebastian J.
16
2018
Reversible jump Markov chain Monte Carlo strategies for Bayesian model selection in autoregressive processes. Zbl 1062.62206
Vermaak, J.; Andrieu, C.; Doucet, A.; Godsill, S. J.
15
2004
Marginal maximum a posteriori estimation using Markov chain Monte Carlo. Zbl 1247.62087
Doucet, Arnaud; Godsill, Simon J.; Robert, Christian P.
14
2002
Sequential Monte Carlo for Bayesian computation. Zbl 1252.62016
Del Moral, Pierre; Doucet, Arnaud; Jasra, Ajay
13
2007
Sequentially interacting Markov chain Monte Carlo methods. Zbl 1251.65002
Brockwell, Anthony; Del Moral, Pierre; Doucet, Arnaud
12
2010
Convergence of simulated annealing using Foster-Lyapunov criteria. Zbl 0999.60066
Andrieu, Christophe; Breyer, Laird A.; Doucet, Arnaud
12
2001
Maximum a posteriori sequence estimation using Monte Carlo particle filters. Zbl 0995.62096
Godsill, Simon; Doucet, Arnaud; West, Mike
12
2001
Non-linear Markov chain Monte Carlo. Zbl 1359.60048
Andrieu, Christophe; Jasra, Ajay; Doucet, Arnaud; Del Moral, Pierre
12
2007
A lognormal central limit theorem for particle approximations of normalizing constants. Zbl 1308.65014
Bérard, Jean; Del Moral, Pierre; Doucet, Arnaud
12
2014
On nonlinear Markov chain Monte Carlo. Zbl 1241.60037
Andrieu, Christophe; Jasra, Ajay; Doucet, Arnaud; Del Moral, Pierre
11
2011
Interacting sequential Monte Carlo samplers for trans-dimensional simulation. Zbl 1452.62077
Jasra, Ajay; Doucet, Arnaud; Stephens, David A.; Holmes, Christopher C.
11
2008
Asymptotic bias of stochastic gradient search. Zbl 1387.49044
Tadić, Vladislav B.; Doucet, Arnaud
11
2017
Large-sample asymptotics of the pseudo-marginal method. Zbl 1462.62072
Schmon, S. M.; Deligiannidis, G.; Doucet, A.; Pitt, M. K.
11
2021
Simulated likelihood inference for stochastic volatility models using continuous particle filtering. Zbl 1334.62182
Pitt, Michael K.; Malik, Sheheryar; Doucet, Arnaud
10
2014
Controlled sequential Monte Carlo. Zbl 1455.62162
Heng, Jeremy; Bishop, Adrian N.; Deligiannidis, George; Doucet, Arnaud
10
2020
Exponential forgetting and geometric ergodicity for optimal filtering in general state-space models. Zbl 1074.60051
Tadić, Vladislav B.; Doucet, Arnaud
9
2005
A policy gradient method for semi-Markov decision processes with application to call admission control. Zbl 1163.90790
Singh, Sumeetpal S.; Tadić, Vladislav B.; Doucet, Arnaud
9
2007
Particle methods: an introduction with applications. Zbl 1351.60099
Del Moral, Piere; Doucet, Arnaud
9
2014
Generalized Pólya urn for time-varying Pitman-Yor processes. Zbl 1437.62229
Caron, François; Neiswanger, Willie; Wood, Frank; Doucet, Arnaud; Davy, Manuel
9
2017
On solving integral equations using Markov chain Monte Carlo methods. Zbl 1193.65217
Doucet, Arnaud; Johansen, Adam M.; Tadić, Vladislav B.
9
2010
Sequential Monte Carlo methods for diffusion processes. Zbl 1195.60105
Jasra, Ajay; Doucet, Arnaud
9
2009
Randomized Hamiltonian Monte Carlo as scaling limit of the bouncy particle sampler and dimension-free convergence rates. Zbl 1484.65004
Deligiannidis, George; Paulin, Daniel; Bouchard-Côté, Alexandre; Doucet, Arnaud
9
2021
An efficient computational approach for prior sensitivity analysis and cross-validation. Zbl 1190.62046
Bornn, Luke; Doucet, Arnaud; Gottardo, Raphael
8
2010
Uniform stability of a particle approximation of the optimal filter derivative. Zbl 1349.65010
Del Moral, Pierre; Doucet, Arnaud; Singh, Sumeetpal S.
8
2015
Gibbs flow for approximate transport with applications to Bayesian computation. Zbl 07555260
Heng, Jeremy; Doucet, Arnaud; Pokern, Yvo
8
2021
Robust full Bayesian learning for radial basis networks. Zbl 1013.68179
Andrieu, Christophe; de Freitas, Nando; Doucet, Arnaud
7
2001
On a class of genealogical and interacting Metropolis models. Zbl 1055.65005
Del Moral, Pierre; Doucet, Arnaud
7
2003
On-line changepoint detection and parameter estimation with application to genomic data. Zbl 1322.62085
Caron, François; Doucet, Arnaud; Gottardo, Raphael
7
2012
A note on convergence of the equi-energy sampler. Zbl 1214.82098
Andrieu, Christophe; Jasra, Ajay; Doucet, Arnaud; Del Moral, Pierre
6
2008
Interacting Markov chain Monte Carlo methods for solving nonlinear measure-valued equations. Zbl 1198.65024
del Moral, Pierre; Doucet, Arnaud
6
2010
Sharp propagation of chaos estimates for Feynman-Kac particle models. Zbl 1156.60072
Del Moral, P.; Doucet, A.; Peters, G. W.
6
2007
Fluctuations of interacting Markov chain Monte Carlo methods. Zbl 1244.60043
Bercu, Bernard; Del Moral, Pierre; Doucet, Arnaud
6
2012
Stability of sequential Monte Carlo samplers via the Foster-Lyapunov condition. Zbl 1319.60044
Jasra, Ajay; Doucet, Arnaud
6
2008
Simulation-based optimal sensor scheduling with application to observer trajectory planning. Zbl 1117.93377
Singh, Sumeetpal S.; Kantas, Nikolaos; Vo, Ba-Ngu; Doucet, Arnaud; Evans, Robin J.
5
2007
Computational advances for and from Bayesian analysis. Zbl 1062.62043
Andrieu, C.; Doucet, A.; Robert, C. P.
5
2004
Bayesian phylogenetic inference using a combinatorial sequential Monte Carlo method. Zbl 1373.62555
Wang, Liangliang; Bouchard-Côté, Alexandre; Doucet, Arnaud
5
2015
Particle Gibbs split-merge sampling for Bayesian inference in mixture models. Zbl 1439.62081
Bouchard-Côté, Alexandre; Doucet, Arnaud; Roth, Andrew
5
2017
Simulated annealing for maximum a posteriori parameter estimation of hidden Markov models. Zbl 1009.62070
Andrieu, Christophe; Doucet, Arnaud
4
2000
Simulation-based methods for blind maximum-likelihood filter identification. Zbl 0926.93066
Cappé, Olivier; Doucet, Arnaud; Lavielle, Marc; Moulines, Eric
4
1999
A functional central limit theorem for a class of interacting Markov chain Monte Carlo methods. Zbl 1191.60038
Bercu, Bernard; Del Moral, Pierre; Doucet, Arnaud
4
2009
Active policy learning for robot planning and exploration under uncertainty. Zbl 1331.68227
Martinez-Cantin, Ruben; de Freitas, Nando; Doucet, Arnaud; Castellanos, José A.
4
2008
A framework for kernel-based multi-category classification. Zbl 1182.68197
Hill, S. I.; Doucet, A.
4
2007
Model selection by MCMC computation. Zbl 1098.94514
Andrieu, C.; Djurić, P. M.; Doucet, A.
3
2001
Particle-method-based formulation of risk-sensitive filter. Zbl 1151.94406
Sadhu, Smita; Bhaumik, Shovan; Doucet, Arnaud; Ghoshal, T. K.
3
2009
Bayesian sparsity-path-analysis of genetic association signal using generalized \(t\) priors. Zbl 1296.92044
Lee, Anthony; Caron, Francois; Doucet, Arnaud; Holmes, Chris
3
2012
Unbiased Markov chain Monte Carlo for intractable target distributions. Zbl 1450.62027
Middleton, Lawrence; Deligiannidis, George; Doucet, Arnaud; Jacob, Pierre E.
3
2020
Efficient MCMC sampling with dimension-free convergence rate using ADMM-type splitting. Zbl 07625178
Vono, Maxime; Paulin, Daniel; Doucet, Arnaud
3
2022
Non-reversible parallel tempering: a scalable highly parallel MCMC scheme. Zbl 07593414
Syed, Saifuddin; Bouchard-Côté, Alexandre; Deligiannidis, George; Doucet, Arnaud
3
2022
Asymptotic properties of recursive particle maximum likelihood estimation. Zbl 1473.62294
Tadić, Vladislav Z. B.; Doucet, Arnaud
3
2021
Optimal estimation of amplitude and phase modulated signals. Zbl 0986.65003
Andrieu, Christophe; Doucet, Arnaud
2
2001
Convergence of the SMC implementation of the PHD filter. Zbl 1104.60009
Johansen, Adam M.; Singh, Sumeetpal S.; Doucet, Arnaud; Vo, Ba-Ngu
2
2006
Convergence of the equi-energy sampler. Zbl 1359.65017
Andrieu, Christophe; Jasra, Ajay; Doucet, Arnaud; Del Moral, Pierre
2
2007
Calibration and filtering for multi factor commodity models with seasonality: incorporating panel data from futures contracts. Zbl 1307.91179
Peters, Gareth William; Briers, Mark; Shevchenko, Pavel; Doucet, Arnaud
2
2013
Nonreversible jump algorithms for Bayesian nested model selection. Zbl 07499862
Gagnon, Philippe; Doucet, Arnaud
2
2021
Limit theorems for sequential MCMC methods. Zbl 07378171
Finke, Axel; Doucet, Arnaud; Johansen, Adam M.
2
2020
Network consensus in the Wasserstein metric space of probability measures. Zbl 1473.60005
Bishop, Adrian N.; Doucet, Arnaud
2
2021
Pseudo-marginal Hamiltonian Monte Carlo. Zbl 07415084
Alenlöv, Johan; Doucet, Arnaud; Lindsten, Fredrik
2
2021
On the conditional distributions of spatial point processes. Zbl 1284.62588
Caron, François; Del Moral, Pierre; Doucet, Arnaud; Pace, Michele
1
2011
A new class of interacting Markov chain Monte Carlo methods. Zbl 1185.60084
del Moral, Pierre; Doucet, Arnaud
1
2010
Bayesian computational approaches to model selection. Zbl 0972.93072
Andrieu, C.; Doucet, A.; Fitzgerald, W. J.; Pérez, J.-M.
1
2001
Sequential Monte Carlo methods for optimal filtering. Zbl 1056.93568
Andrieu, Christophe; Doucet, Arnaud; Punskaya, Elena
1
2001
Optimal estimation and Cramér-Rao bounds for partial non-Gaussian state space models. Zbl 0995.62072
Bergman, Niclas; Doucet, Arnaud; Gordon, Neil
1
2001
GSR: a new genetic algorithm for improving source and channel estimates. Zbl 1374.94491
Ali, Hassan; Doucet, Arnaud; Amshah, Dino Isa
1
2007
A new class of soft MIMO demodulation algorithms. Zbl 1369.94389
Dong, Bin; Wang, Xiaodong; Doucet, Arnaud
1
2003
Dual space preconditioning for gradient descent. Zbl 1462.90091
Maddison, Chris J.; Paulin, Daniel; Teh, Yee Whye; Doucet, Arnaud
1
2021
Stability of optimal filter higher-order derivatives. Zbl 1445.60036
Tadić, Vladislav Z. B.; Doucet, Arnaud
1
2020
Expectation-maximization algorithms for inference in Dirichlet processes mixture. Zbl 1284.68500
Kimura, T.; Tokuda, T.; Nakada, Y.; Nokajima, T.; Matsumoto, T.; Doucet, A.
1
2013
Sequential Monte Carlo methods. Zbl 1442.62120
Doucet, Arnaud; Lee, Anthony
1
2019
Efficient MCMC sampling with dimension-free convergence rate using ADMM-type splitting. Zbl 07625178
Vono, Maxime; Paulin, Daniel; Doucet, Arnaud
3
2022
Non-reversible parallel tempering: a scalable highly parallel MCMC scheme. Zbl 07593414
Syed, Saifuddin; Bouchard-Côté, Alexandre; Deligiannidis, George; Doucet, Arnaud
3
2022
Large-sample asymptotics of the pseudo-marginal method. Zbl 1462.62072
Schmon, S. M.; Deligiannidis, G.; Doucet, A.; Pitt, M. K.
11
2021
Randomized Hamiltonian Monte Carlo as scaling limit of the bouncy particle sampler and dimension-free convergence rates. Zbl 1484.65004
Deligiannidis, George; Paulin, Daniel; Bouchard-Côté, Alexandre; Doucet, Arnaud
9
2021
Gibbs flow for approximate transport with applications to Bayesian computation. Zbl 07555260
Heng, Jeremy; Doucet, Arnaud; Pokern, Yvo
8
2021
Asymptotic properties of recursive particle maximum likelihood estimation. Zbl 1473.62294
Tadić, Vladislav Z. B.; Doucet, Arnaud
3
2021
Nonreversible jump algorithms for Bayesian nested model selection. Zbl 07499862
Gagnon, Philippe; Doucet, Arnaud
2
2021
Network consensus in the Wasserstein metric space of probability measures. Zbl 1473.60005
Bishop, Adrian N.; Doucet, Arnaud
2
2021
Pseudo-marginal Hamiltonian Monte Carlo. Zbl 07415084
Alenlöv, Johan; Doucet, Arnaud; Lindsten, Fredrik
2
2021
Dual space preconditioning for gradient descent. Zbl 1462.90091
Maddison, Chris J.; Paulin, Daniel; Teh, Yee Whye; Doucet, Arnaud
1
2021
Controlled sequential Monte Carlo. Zbl 1455.62162
Heng, Jeremy; Bishop, Adrian N.; Deligiannidis, George; Doucet, Arnaud
10
2020
Unbiased Markov chain Monte Carlo for intractable target distributions. Zbl 1450.62027
Middleton, Lawrence; Deligiannidis, George; Doucet, Arnaud; Jacob, Pierre E.
3
2020
Limit theorems for sequential MCMC methods. Zbl 07378171
Finke, Axel; Doucet, Arnaud; Johansen, Adam M.
2
2020
Stability of optimal filter higher-order derivatives. Zbl 1445.60036
Tadić, Vladislav Z. B.; Doucet, Arnaud
1
2020
Exponential ergodicity of the bouncy particle sampler. Zbl 1467.60057
Deligiannidis, George; Bouchard-Côté, Alexandre; Doucet, Arnaud
22
2019
Sequential Monte Carlo methods. Zbl 1442.62120
Doucet, Arnaud; Lee, Anthony
1
2019
The bouncy particle sampler: a nonreversible rejection-free Markov chain Monte Carlo method. Zbl 1398.60084
Bouchard-Côté, Alexandre; Vollmer, Sebastian J.; Doucet, Arnaud
67
2018
The correlated pseudomarginal method. Zbl 1407.62074
Deligiannidis, George; Doucet, Arnaud; Pitt, Michael K.
33
2018
Piecewise deterministic Markov processes for scalable Monte Carlo on restricted domains. Zbl 1463.62215
Bierkens, Joris; Bouchard-Côté, Alexandre; Doucet, Arnaud; Duncan, Andrew B.; Fearnhead, Paul; Lienart, Thibaut; Roberts, Gareth; Vollmer, Sebastian J.
16
2018
On Markov chain Monte Carlo methods for tall data. Zbl 1433.68394
Bardenet, Rémi; Doucet, Arnaud; Holmes, Chris
35
2017
Asymptotic bias of stochastic gradient search. Zbl 1387.49044
Tadić, Vladislav B.; Doucet, Arnaud
11
2017
Generalized Pólya urn for time-varying Pitman-Yor processes. Zbl 1437.62229
Caron, François; Neiswanger, Willie; Wood, Frank; Doucet, Arnaud; Davy, Manuel
9
2017
Particle Gibbs split-merge sampling for Bayesian inference in mixture models. Zbl 1439.62081
Bouchard-Côté, Alexandre; Doucet, Arnaud; Roth, Andrew
5
2017
On particle methods for parameter estimation in state-space models. Zbl 1332.62096
Kantas, Nikolas; Doucet, Arnaud; Singh, Sumeetpal S.; Maciejowski, Jan; Chopin, Nicolas
83
2015
Efficient implementation of Markov chain Monte Carlo when using an unbiased likelihood estimator. Zbl 1452.62055
Doucet, A.; Pitt, M. K.; Deligiannidis, G.; Kohn, R.
81
2015
Sequential quasi Monte Carlo. With discussion and authors’ reply. Zbl 1414.62109
Gerber, Mathieu; Chopin, Nicolas
32
2015
Uniform stability of a particle approximation of the optimal filter derivative. Zbl 1349.65010
Del Moral, Pierre; Doucet, Arnaud; Singh, Sumeetpal S.
8
2015
Bayesian phylogenetic inference using a combinatorial sequential Monte Carlo method. Zbl 1373.62555
Wang, Liangliang; Bouchard-Côté, Alexandre; Doucet, Arnaud
5
2015
A lognormal central limit theorem for particle approximations of normalizing constants. Zbl 1308.65014
Bérard, Jean; Del Moral, Pierre; Doucet, Arnaud
12
2014
Simulated likelihood inference for stochastic volatility models using continuous particle filtering. Zbl 1334.62182
Pitt, Michael K.; Malik, Sheheryar; Doucet, Arnaud
10
2014
Particle methods: an introduction with applications. Zbl 1351.60099
Del Moral, Piere; Doucet, Arnaud
9
2014
Calibration and filtering for multi factor commodity models with seasonality: incorporating panel data from futures contracts. Zbl 1307.91179
Peters, Gareth William; Briers, Mark; Shevchenko, Pavel; Doucet, Arnaud
2
2013
Expectation-maximization algorithms for inference in Dirichlet processes mixture. Zbl 1284.68500
Kimura, T.; Tokuda, T.; Nakada, Y.; Nokajima, T.; Matsumoto, T.; Doucet, A.
1
2013
An adaptive sequential Monte Carlo method for approximate Bayesian computation. Zbl 1252.65025
Del Moral, Pierre; Doucet, Arnaud; Jasra, Ajay
100
2012
Constructing summary statistics for approximate Bayesian computation: semi-automatic approximate Bayesian computation. With discussion and authors’ reply. Zbl 1411.62057
Fearnhead, Paul; Prangle, Dennis
79
2012
On adaptive resampling strategies for sequential Monte Carlo methods. Zbl 1236.60072
Del Moral, Pierre; Doucet, Arnaud; Jasra, Ajay
46
2012
On-line changepoint detection and parameter estimation with application to genomic data. Zbl 1322.62085
Caron, François; Doucet, Arnaud; Gottardo, Raphael
7
2012
Fluctuations of interacting Markov chain Monte Carlo methods. Zbl 1244.60043
Bercu, Bernard; Del Moral, Pierre; Doucet, Arnaud
6
2012
Bayesian sparsity-path-analysis of genetic association signal using generalized \(t\) priors. Zbl 1296.92044
Lee, Anthony; Caron, Francois; Doucet, Arnaud; Holmes, Chris
3
2012
Riemann manifold Langevin and Hamiltonian Monte Carlo methods. With discussion and authors’ reply. Zbl 1411.62071
Girolami, Mark; Calderhead, Ben
248
2011
A tutorial on particle filtering and smoothing: fifteen years later. Zbl 1513.60043
Doucet, A.; Johansen, A. M.
188
2011
Particle approximations of the score and observed information matrix in state space models with application to parameter estimation. Zbl 1214.62093
Poyiadjis, George; Doucet, Arnaud; Singh, Sumeetpal S.
63
2011
Inference for Lévy-driven stochastic volatility models via adaptive sequential Monte Carlo. Zbl 1246.91149
Jasra, Ajay; Stephens, David A.; Doucet, Arnaud; Tsagaris, Theodoros
56
2011
On nonlinear Markov chain Monte Carlo. Zbl 1241.60037
Andrieu, Christophe; Jasra, Ajay; Doucet, Arnaud; Del Moral, Pierre
11
2011
On the conditional distributions of spatial point processes. Zbl 1284.62588
Caron, François; Del Moral, Pierre; Doucet, Arnaud; Pace, Michele
1
2011
Particle Markov chain Monte Carlo methods. With discussion and authors’ reply. Zbl 1411.65020
Andrieu, Christophe; Doucet, Arnaud; Holenstein, Roman
245
2010
Smoothing algorithms for state-space models. Zbl 1422.62297
Briers, Mark; Doucet, Arnaud; Maskell, Simon
34
2010
A backward particle interpretation of Feynman-Kac formulae. Zbl 1209.65009
Del Moral, Pierre; Doucet, Arnaud; Singh, Sumeetpal S.
23
2010
Sequentially interacting Markov chain Monte Carlo methods. Zbl 1251.65002
Brockwell, Anthony; Del Moral, Pierre; Doucet, Arnaud
12
2010
On solving integral equations using Markov chain Monte Carlo methods. Zbl 1193.65217
Doucet, Arnaud; Johansen, Adam M.; Tadić, Vladislav B.
9
2010
An efficient computational approach for prior sensitivity analysis and cross-validation. Zbl 1190.62046
Bornn, Luke; Doucet, Arnaud; Gottardo, Raphael
8
2010
Interacting Markov chain Monte Carlo methods for solving nonlinear measure-valued equations. Zbl 1198.65024
del Moral, Pierre; Doucet, Arnaud
6
2010
A new class of interacting Markov chain Monte Carlo methods. Zbl 1185.60084
del Moral, Pierre; Doucet, Arnaud
1
2010
Particle Markov chain Monte Carlo for efficient numerical simulation. Zbl 1184.65001
Andrieu, Christophe; Doucet, Arnaud; Holenstein, Roman
79
2009
Sequential Monte Carlo methods for diffusion processes. Zbl 1195.60105
Jasra, Ajay; Doucet, Arnaud
9
2009
A functional central limit theorem for a class of interacting Markov chain Monte Carlo methods. Zbl 1191.60038
Bercu, Bernard; Del Moral, Pierre; Doucet, Arnaud
4
2009
Particle-method-based formulation of risk-sensitive filter. Zbl 1151.94406
Sadhu, Smita; Bhaumik, Shovan; Doucet, Arnaud; Ghoshal, T. K.
3
2009
Bayesian inference for linear dynamic models with Dirichlet process mixtures. Zbl 1391.62144
Caron, François; Davy, Manuel; Doucet, Arnaud; Duflos, Emmanuel; Vanheeghe, Philippe
28
2008
A note on auxiliary particle filters. Zbl 1152.62066
Johansen, Adam M.; Doucet, Arnaud
22
2008
Interacting sequential Monte Carlo samplers for trans-dimensional simulation. Zbl 1452.62077
Jasra, Ajay; Doucet, Arnaud; Stephens, David A.; Holmes, Christopher C.
11
2008
A note on convergence of the equi-energy sampler. Zbl 1214.82098
Andrieu, Christophe; Jasra, Ajay; Doucet, Arnaud; Del Moral, Pierre
6
2008
Stability of sequential Monte Carlo samplers via the Foster-Lyapunov condition. Zbl 1319.60044
Jasra, Ajay; Doucet, Arnaud
6
2008
Active policy learning for robot planning and exploration under uncertainty. Zbl 1331.68227
Martinez-Cantin, Ruben; de Freitas, Nando; Doucet, Arnaud; Castellanos, José A.
4
2008
Sequential Monte Carlo for Bayesian computation. Zbl 1252.62016
Del Moral, Pierre; Doucet, Arnaud; Jasra, Ajay
13
2007
Non-linear Markov chain Monte Carlo. Zbl 1359.60048
Andrieu, Christophe; Jasra, Ajay; Doucet, Arnaud; Del Moral, Pierre
12
2007
A policy gradient method for semi-Markov decision processes with application to call admission control. Zbl 1163.90790
Singh, Sumeetpal S.; Tadić, Vladislav B.; Doucet, Arnaud
9
2007
Sharp propagation of chaos estimates for Feynman-Kac particle models. Zbl 1156.60072
Del Moral, P.; Doucet, A.; Peters, G. W.
6
2007
Simulation-based optimal sensor scheduling with application to observer trajectory planning. Zbl 1117.93377
Singh, Sumeetpal S.; Kantas, Nikolaos; Vo, Ba-Ngu; Doucet, Arnaud; Evans, Robin J.
5
2007
A framework for kernel-based multi-category classification. Zbl 1182.68197
Hill, S. I.; Doucet, A.
4
2007
Convergence of the equi-energy sampler. Zbl 1359.65017
Andrieu, Christophe; Jasra, Ajay; Doucet, Arnaud; Del Moral, Pierre
2
2007
GSR: a new genetic algorithm for improving source and channel estimates. Zbl 1374.94491
Ali, Hassan; Doucet, Arnaud; Amshah, Dino Isa
1
2007
Sequential Monte Carlo samplers. Zbl 1105.62034
Del Moral, Pierre; Doucet, Arnaud; Jasra, Ajay
333
2006
Convergence of the SMC implementation of the PHD filter. Zbl 1104.60009
Johansen, Adam M.; Singh, Sumeetpal S.; Doucet, Arnaud; Vo, Ba-Ngu
2
2006
Exponential forgetting and geometric ergodicity for optimal filtering in general state-space models. Zbl 1074.60051
Tadić, Vladislav B.; Doucet, Arnaud
9
2005
Monte Carlo smoothing for nonlinear times series. Zbl 1089.62517
Godsill, Simon J.; Doucet, Arnaud; West, Mike
74
2004
Particle motions in absorbing medium with hard and soft obstacles. Zbl 1071.60100
Del Moral, Pierre; Doucet, Arnaud
17
2004
Reversible jump Markov chain Monte Carlo strategies for Bayesian model selection in autoregressive processes. Zbl 1062.62206
Vermaak, J.; Andrieu, C.; Doucet, A.; Godsill, S. J.
15
2004
Computational advances for and from Bayesian analysis. Zbl 1062.62043
Andrieu, C.; Doucet, A.; Robert, C. P.
5
2004
An introduction to MCMC for machine learning. Zbl 1033.68081
Andrieu, Christophe; de Freitas, Nando; Doucet, Arnaud; Jordan, Michael I.
139
2003
Parameter estimation in general state-space models using particle methods. Zbl 1047.62084
Doucet, Arnaud; Tadić, Vladislav B.
23
2003
Efficient particle filtering for jump Markov systems. Application to time-varying autoregressions. Zbl 1369.94075
Andrieu, Christophe; Davy, Manuel; Doucet, Arnaud
16
2003
On a class of genealogical and interacting Metropolis models. Zbl 1055.65005
Del Moral, Pierre; Doucet, Arnaud
7
2003
A new class of soft MIMO demodulation algorithms. Zbl 1369.94389
Dong, Bin; Wang, Xiaodong; Doucet, Arnaud
1
2003
A survey of convergence results on particle filtering methods for practitioners. Zbl 1369.60015
Crisan, Dan; Doucet, Arnaud
79
2002
Particle filtering for partially observed Gaussian state space models. Zbl 1067.62098
Andrieu, Christophe; Doucet, Arnaud
24
2002
Marginal maximum a posteriori estimation using Markov chain Monte Carlo. Zbl 1247.62087
Doucet, Arnaud; Godsill, Simon J.; Robert, Christian P.
14
2002
Sequential Monte Carlo methods in practice. Foreword by Adrian Smith. Zbl 0967.00022
529
2001
An introduction to sequential Monte Carlo methods. Zbl 1056.93576
Doucet, Arnaud; de Freitas, Nando; Gordon, Neil
89
2001
Convergence of simulated annealing using Foster-Lyapunov criteria. Zbl 0999.60066
Andrieu, Christophe; Breyer, Laird A.; Doucet, Arnaud
12
2001
Maximum a posteriori sequence estimation using Monte Carlo particle filters. Zbl 0995.62096
Godsill, Simon; Doucet, Arnaud; West, Mike
12
2001
Robust full Bayesian learning for radial basis networks. Zbl 1013.68179
Andrieu, Christophe; de Freitas, Nando; Doucet, Arnaud
7
2001
Model selection by MCMC computation. Zbl 1098.94514
Andrieu, C.; Djurić, P. M.; Doucet, A.
3
2001
Optimal estimation of amplitude and phase modulated signals. Zbl 0986.65003
Andrieu, Christophe; Doucet, Arnaud
2
2001
Bayesian computational approaches to model selection. Zbl 0972.93072
Andrieu, C.; Doucet, A.; Fitzgerald, W. J.; Pérez, J.-M.
1
2001
Sequential Monte Carlo methods for optimal filtering. Zbl 1056.93568
Andrieu, Christophe; Doucet, Arnaud; Punskaya, Elena
1
2001
Optimal estimation and Cramér-Rao bounds for partial non-Gaussian state space models. Zbl 0995.62072
Bergman, Niclas; Doucet, Arnaud; Gordon, Neil
1
2001
Stochastic sampling algorithms for state estimation of jump Markov linear systems. Zbl 0980.93076
Doucet, Arnaud; Logothetis, Andrew; Krishnamurthy, Vikram
16
2000
Simulated annealing for maximum a posteriori parameter estimation of hidden Markov models. Zbl 1009.62070
Andrieu, Christophe; Doucet, Arnaud
4
2000
Simulation-based methods for blind maximum-likelihood filter identification. Zbl 0926.93066
Cappé, Olivier; Doucet, Arnaud; Lavielle, Marc; Moulines, Eric
4
1999
all top 5

Cited by 3,148 Authors

70 Jasra, Ajay
39 Del Moral, Pierre
38 Doucet, Arnaud
29 Drovandi, Christopher C.
22 Johansen, Adam M.
21 Singh, Sumeetpal Sidhu
20 Crisan, Dan O.
20 Kohn, Robert J.
19 Law, Kody J. H.
19 Moulines, Eric
18 Chopin, Nicolas
17 Beskos, Alexandros
16 Douc, Randal
16 Roberts, Gareth O.
15 Míguez, Joaquín
15 Olsson, Jimmy
14 Robert, Christian P.
14 Whiteley, Nick
12 Bierkens, Joris
12 Fearnhead, Paul
12 Golightly, Andrew
12 Jacob, Pierre E.
12 Kantas, Nikolas
12 Stuart, Andrew M.
12 Tran, Minh Ngoc
11 Andrieu, Christophe
11 Bao, Feng
11 Lee, Anthony J. T.
11 Marzouk, Youssef M.
11 Pettitt, Anthony N.
11 Reich, Sebastian
10 Ionides, Edward L.
9 Girolami, Mark A.
9 Nott, David John
9 Papaioannou, Iason
9 Sisson, Scott A.
9 Zhou, Yan
8 Caron, François
8 Elvira, Víctor
8 Kamatani, Kengo
8 Li, Jinglai
8 Marin, Jean-Michel
8 Martino, Luca
8 Peters, Gareth William
8 Sherlock, Chris
8 Thiéry, Alexandre H.
7 Baker, Ruth Elizabeth
7 Corander, Jukka
7 Everitt, Richard Geoffrey
7 Guillin, Arnaud
7 Guyader, Arnaud
7 Holmes, Christopher C.
7 Selland Kleppe, Tore
7 Koutsourelakis, Phaedon-Stelios
7 McGree, James M.
7 Pillonetto, Gianluigi
7 Tsionas, Mike G.
7 Vihola, Matti
6 Archibald, Richard
6 Aston, John A. D.
6 Bornn, Luke
6 Bouchard-Côté, Alexandre
6 Casarin, Roberto
6 Cui, Tiangang
6 Frazier, David T.
6 Friel, Nial
6 Griffin, Jim E.
6 Houssineau, Jeremie
6 Jenkins, Paul A.
6 Künsch, Hans Rudolf
6 Le Corff, Sylvain
6 Lopes, Hedibert Freitas
6 Maire, Florian
6 Morzfeld, Matthias
6 Nüsken, Nikolas
6 Picchini, Umberto
6 Polson, Nicholas G.
6 Prangle, Dennis
6 Quiroz, Matias
6 Rosenthal, Jeffrey S.
6 Schön, Thomas B.
6 Shephard, Neil
6 Ullmann, Elisabeth
6 Vila, Jean-Pierre
6 Villani, Mattias
6 Warne, David J.
6 Wikle, Christopher K.
5 Aristoff, David
5 Botev, Zdravko I.
5 Bretó, Carles
5 Cournède, Paul-Henry
5 Creal, Drew D.
5 Ding, Zhiyan
5 Dunson, David Brian
5 Durmus, Alain
5 Fan, Yanan
5 Fort, Gersende
5 Fulop, Andras
5 Godsill, Simon J.
5 Granade, Christopher E.
...and 3,048 more Authors
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Cited in 291 Serials

147 Statistics and Computing
86 Computational Statistics and Data Analysis
60 Automatica
42 Journal of Computational Physics
40 Journal of Econometrics
39 The Annals of Applied Probability
39 The Annals of Applied Statistics
39 Journal of Computational and Graphical Statistics
37 SIAM/ASA Journal on Uncertainty Quantification
35 Bayesian Analysis
32 The Annals of Statistics
29 Stochastic Processes and their Applications
29 Bernoulli
27 Statistical Science
24 Journal of the American Statistical Association
23 Journal of Machine Learning Research (JMLR)
20 Journal of Statistical Computation and Simulation
20 SIAM Journal on Scientific Computing
19 Electronic Journal of Statistics
18 Inverse Problems
18 Physica D
18 Methodology and Computing in Applied Probability
17 Computational Statistics
16 Neural Computation
16 International Journal of Adaptive Control and Signal Processing
15 Statistics & Probability Letters
15 Journal of Time Series Analysis
14 Computer Methods in Applied Mechanics and Engineering
13 Advances in Applied Probability
12 Journal of Mathematical Psychology
12 Signal Processing
12 Machine Learning
11 Journal of Statistical Physics
11 Annals of the Institute of Statistical Mathematics
11 Stochastic Analysis and Applications
11 Journal of the Royal Statistical Society. Series B. Statistical Methodology
11 Quantitative Finance
10 International Journal of Control
10 Journal of the Franklin Institute
10 Scandinavian Journal of Statistics
10 Applied Mathematics and Computation
10 Communications in Statistics. Simulation and Computation
10 Pattern Recognition
9 Journal of Global Optimization
9 European Journal of Operational Research
9 Journal of Applied Statistics
9 Computational Geosciences
9 Journal of Theoretical Biology
8 Artificial Intelligence
8 International Statistical Review
8 Journal of Computational and Applied Mathematics
8 Econometric Reviews
8 Applied Mathematical Modelling
7 Mathematical Biosciences
7 Information Sciences
7 Journal of Applied Probability
7 International Journal of Approximate Reasoning
7 Communications in Statistics. Theory and Methods
7 Mathematical Problems in Engineering
7 Comptes Rendus. Mathématique. Académie des Sciences, Paris
7 SIAM Journal on Imaging Sciences
7 Foundations of Data Science
6 Journal of Economic Dynamics & Control
6 Journal of Computer and Systems Sciences International
6 European Journal of Control
6 Brazilian Journal of Probability and Statistics
6 Journal of Agricultural, Biological, and Environmental Statistics
6 International Journal of Systems Science. Principles and Applications of Systems and Integration
6 Environmetrics
5 Biometrics
5 Journal of Statistical Planning and Inference
5 Mathematics and Computers in Simulation
5 SIAM Journal on Numerical Analysis
5 Systems & Control Letters
5 Insurance Mathematics & Economics
5 Neural Networks
5 Journal of Mathematical Imaging and Vision
5 International Journal of Computer Vision
5 Journal of Computational Neuroscience
5 Electronic Journal of Probability
5 Studies in Nonlinear Dynamics and Econometrics
5 New Journal of Physics
5 Multiscale Modeling & Simulation
5 Inverse Problems in Science and Engineering
5 Communications in Computational Physics
4 Journal of Mathematical Analysis and Applications
4 SIAM Journal on Control and Optimization
4 Theoretical Computer Science
4 Multidimensional Systems and Signal Processing
4 Proceedings of the National Academy of Sciences of the United States of America
4 SIAM Review
4 Annales de l’Institut Henri Poincaré. Probabilités et Statistiques
4 European Series in Applied and Industrial Mathematics (ESAIM): Probability and Statistics
4 Statistical Inference for Stochastic Processes
4 Statistical Applications in Genetics and Molecular Biology
4 European Series in Applied and Industrial Mathematics (ESAIM): Mathematical Modelling and Numerical Analysis
4 Statistical Analysis and Data Mining
4 AStA. Advances in Statistical Analysis
4 Discrete and Continuous Dynamical Systems. Series S
4 Statistics Surveys
...and 191 more Serials
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Cited in 39 Fields

1,141 Statistics (62-XX)
675 Numerical analysis (65-XX)
480 Probability theory and stochastic processes (60-XX)
273 Systems theory; control (93-XX)
164 Computer science (68-XX)
122 Biology and other natural sciences (92-XX)
117 Game theory, economics, finance, and other social and behavioral sciences (91-XX)
87 Operations research, mathematical programming (90-XX)
54 Partial differential equations (35-XX)
54 Statistical mechanics, structure of matter (82-XX)
51 Information and communication theory, circuits (94-XX)
43 Dynamical systems and ergodic theory (37-XX)
38 Geophysics (86-XX)
25 Fluid mechanics (76-XX)
15 Quantum theory (81-XX)
14 Operator theory (47-XX)
12 Integral equations (45-XX)
12 Calculus of variations and optimal control; optimization (49-XX)
12 Mechanics of particles and systems (70-XX)
11 Mechanics of deformable solids (74-XX)
10 Combinatorics (05-XX)
9 Ordinary differential equations (34-XX)
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4 History and biography (01-XX)
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1 Astronomy and astrophysics (85-XX)

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