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)
Monte Carlo methids for signal processing
Doucet, A
Wang, X
IEEE SIGNAL PROCESSING MAGAZINE
volume 22
issue 6
152-170
(2005)
https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=elements_prod_1&SrcAuth=WosAPI&KeyUT=WOS:000233443200012&DestLinkType=FullRecord&DestApp=WOS_CPL
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)