Fast particle smoothing: If I had a million particles
 Klaas, M Briers, M De Freitas, N Doucet, A Maskell, S Lang, D ICML 2006 - Proceedings of the 23rd International Conference on Machine Learning volume 2006 481-488 (06 Oct 2006)
An introduction to MCMC for machine learning
 Andrieu, C De Freitas, N Doucet, A Jordan, M Machine Learning volume 50 issue 1-2 5-43 (01 Jan 2003)
Exponential forgetting and geometric ergodicity for optimal filtering in general state-space models
 Tadić, V Doucet, A Stochastic Processes and their Applications volume 115 issue 8 1408-1436 (01 Aug 2005)
Sequential Monte Carlo methods for multi-target filtering with random finite sets
 Vo, B Singh, S Doucet, A IEEE Transactions on Aerospace and Electronic Systems volume 41 issue 4 1224-1245 (01 Oct 2005)
Sequential Monte Carlo samplers
 Del Moral, P Doucet, A Jasra, A Journal of the Royal Statistical Society. Series B: Statistical Methodology volume 68 issue 3 411-436 (01 Jun 2006)
Convergence of the SMC implementation of the PHD filte
 Johansen, A Singh, S Doucet, A Vo, B Methodology and Computing in Applied Probability volume 8 issue 2 265-291 (01 Jun 2006)
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)
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