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)
Stability of sequential Monte Carlo samplers via the Foster-Lyapunov condition
Jasra, A
Doucet, A
STATISTICS & PROBABILITY LETTERS
volume 78
issue 17
3062-3069
(2008)
https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=elements_prod_1&SrcAuth=WosAPI&KeyUT=WOS:000261358700036&DestLinkType=FullRecord&DestApp=WOS_CPL
Particle methods for maximum likelihood estimation in latent variable models
Johansen, A
Doucet, A
Davy, M
Statistics and Computing
volume 18
issue 1
47-57
(01 Mar 2008)
A note on convergence of the equi-energy sampler
Andrieu, C
Jasra, A
Doucet, A
Del Moral, P
Stochastic Analysis and Applications
volume 26
issue 2
298-312
(01 Mar 2008)
A note on auxiliary particle filters
Johansen, A
Doucet, A
Statistics and Probability Letters
volume 78
issue 12
1498-1504
(01 Sep 2008)
TRACKING OF MULTIPLE MERGING AND SPLITTING TARGETS: A STATISTICAL PERSPECTIVE COMMENTARY
Doucet, A
Vo, B
STATISTICA SINICA
volume 19
issue 1
39-41
(2009)
https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=elements_prod_1&SrcAuth=WosAPI&KeyUT=WOS:000262690000004&DestLinkType=FullRecord&DestApp=WOS_CPL
Particle-method-based formulation of risk-sensitive filter
Sadhu, S
Bhaumik, S
Doucet, A
Ghoshal, T
Signal Processing
volume 89
issue 3
314-319
(01 Mar 2009)
A functional central limit theorem for a class of interacting Markov chain monte carlo methods
Bercu, B
Del Moral, P
Electronic Journal of Probability
volume 14
2130-2155
(01 Jan 2009)