Sparse Bayesian nonparametric regression
 Caron, F Doucet, A Proceedings of the 25th International Conference on Machine Learning 88-95 (01 Jan 2008)
Stability of sequential Monte Carlo samplers via the Foster-Lyapunov condition
 Jasra, A Doucet, A Statistics and Probability Letters volume 78 issue 17 3062-3069 (01 Dec 2008)
Commentary
 Doucet, A Vo, B Statistica Sinica volume 19 issue 1 39-41 (01 Jan 2009)
Sequential auxiliary particle belief propagation
 Briers, M Doucet, A Singh, S 2005 7th International Conference on Information Fusion Fusion volume 1 705-711 (01 Jan 2005)
On-line parameter estimation in general state-space models
 Andrieu, C Doucet, A Tadić, V Proceedings of the 44th IEEE Conference on Decision and Control and the European Control Conference Cdc Ecc 05 volume 2005 332-337 (01 Dec 2005)
Particle methods for risk sensitive filtering
 Sadhu, S Doucet, A Proceedings of Indicon 2005 an International Conference of IEEE India Council volume 2005 423-426 (01 Dec 2005)
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)
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