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)
doi:10.1109/INDCON.2005.1590204
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)
Random recursive trees and the bolthausen-sznitman coalescent
Goldschmidt, C
Martin, J
Electronic Journal of Probability
volume 10
718-745
(01 Jan 2005)
doi:10.1214/EJP.v10-265
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)
doi:10.1023/A:1020281327116
Monte Carlo methids for signal processing
Doucet, A
Wang, X
IEEE SIGNAL PROCESSING MAGAZINE
volume 22
issue 6
152-170
(2005)
doi:10.1109/MSP.2005.1550195
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)
doi:10.1016/j.spa.2005.03.005
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)
doi:10.1109/TAES.2005.1561884
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)
doi:10.1111/j.1467-9868.2006.00553.x
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)
doi:10.1007/s11009-006-8552-y
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)
doi:10.1198/106186006X142744