Efficient block sampling strategies for sequential Monte Carlo methods
 Doucet, A Briers, M Sénécal, S Journal of Computational and Graphical Statistics volume 15 issue 3 693-711 (01 Sep 2006)
A policy gradient method for semi-Markov decision processes with application to call admission control
 Singh, S Tadić, V Doucet, A European Journal of Operational Research volume 178 issue 3 808-818 (01 May 2007)
Simulation-based optimal sensor scheduling with application to observer trajectory planning
 Singh, S Kantas, N Vo, B Doucet, A Evans, R Automatica volume 43 issue 5 817-830 (01 May 2007)
Sharp propagation of chaos estimates for Feynman-kac particle models
 Del Moral, P Doucet, A Peters, G Theory of Probability and its Applications volume 51 issue 3 459-485 (25 Oct 2007)
Bayesian Inference for Dynamic Models with Dirichlet Process Mixtures
 Caron, F Davy, M Doucet, A Duflos, E Vanheeghe, P 209-230 (01 Jul 2006)
SMC samplers for Bayesian optimal nonlinear design
 Kück, H De Freitas, N Doucet, A NSSPW - Nonlinear Statistical Signal Processing Workshop 2006 99-102 (01 Jan 2006)
A framework for kernel-based multi-category classification
 Hill, S Doucet, A Journal of Artificial Intelligence Research volume 30 525-564 (01 Jan 2007)
Bayesian inference for linear dynamic models with Dirichlet process mixtures
 Caron, F Davy, M Doucet, A Duflos, E Vanheeghe, P IEEE Transactions on Signal Processing volume 56 issue 1 71-84 (01 Jan 2008)
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