Particle methods for maximum likelihood estimation in latent variable models
Johansen, A Doucet, A Davy, M Statistics and Computing volume 18 issue 1 47-57 (01 Mar 2008)
A note on convergence of the equi-energy sampler
Andrieu, C Jasra, A Doucet, A Del Moral, P Stochastic Analysis and Applications volume 26 issue 2 298-312 (01 Mar 2008)
A note on auxiliary particle filters
Johansen, A Doucet, A Statistics and Probability Letters volume 78 issue 12 1498-1504 (01 Sep 2008)
Particle-method-based formulation of risk-sensitive filter
Sadhu, S Bhaumik, S Doucet, A Ghoshal, T Signal Processing volume 89 issue 3 314-319 (01 Mar 2009)
A functional central limit theorem for a class of interacting Markov chain monte carlo methods
Bercu, B Del Moral, P Electronic Journal of Probability volume 14 2130-2155 (01 Jan 2009)
A Bayesian exploration-exploitation approach for optimal online sensing and planning with a visually guided mobile robot
Martinez-Cantin, R De Freitas, N Brochu, E Castellanos, J Doucet, A Autonomous Robots volume 27 issue 2 93-103 (01 Aug 2009)
Sequential Monte Carlo methods for diffusion processes
Jasra, A Doucet, A Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences volume 465 issue 2112 3709-3727 (08 Dec 2009)
A new class of interacting Markov chain Monte Carlo methods
Del Moral, P Doucet, A Comptes Rendus Mathematique volume 348 issue 1-2 79-83 (01 Jan 2010)
An efficient computational approach for prior sensitivity analysis and cross-validation
Bornn, L Doucet, A Gottardo, R Canadian Journal of Statistics volume 38 issue 1 47-64 (01 Jan 2010)
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