Monte Carlo smoothing with application to audio signal enhancement
Fong, W Godsill, S Doucet, A West, M IEEE Transactions on Signal Processing volume 50 issue 2 438-449 (01 Feb 2002)
Bayesian curve fitting using MCMC with applications to signal segmentation
Punskaya, E Andrieu, C Doucet, A Fitzgerald, W IEEE Transactions on Signal Processing volume 50 issue 3 747-758 (01 Mar 2002)
Particle methods for Bayesian modeling and enhancement of speech signals
Vermaak, J Andrieu, C Doucet, A Godsill, S IEEE Transactions on Speech and Audio Processing volume 10 issue 3 173-185 (01 Mar 2002)
Marginal maximum a posteriori estimation using Markov chain Monte Carlo
Doucet, A Godsill, S Robert, C Statistics and Computing volume 12 issue 1 77-84 (01 Dec 2002)
Particle filtering for partially observed Gaussian state space models
Andrieu, C Doucet, A Journal of the Royal Statistical Society. Series B: Statistical Methodology volume 64 issue 4 827-836 (03 Dec 2002)
Support vector regression for black-box system identification
Gretton, A Doucet, A Herbrich, R Rayner, P Schölkopf, B IEEE Workshop on Statistical Signal Processing Proceedings 341-344 (01 Dec 2001)
Optimized support vector machines for nonstationary signal classification
Davy, M Gretton, A Doucet, A Rayner, P IEEE Signal Processing Letters volume 9 issue 12 442-445 (01 Dec 2002)
Efficient construction of reversible jump Markov chain Monte Carlo proposal distributions -: Discussion on the paper by Brooks, Giudici and Roberts
Robert, C Meng, X Moller, J Rosenthal, J Jennison, C Hurn, M Al-Awadhi, F McCullagh, P Andrieu, C Doucet, A Dellaportas, P Papageorgiou, I Ehlers, R Erosheva, E Fienberg, S Forster, J Gill, R Friel, N Green, P Hastie, D King, R Künsch, H Lazar, N Osinski, C JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY volume 65 39-55 (2003) https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=elements_prod_1&SrcAuth=WosAPI&KeyUT=WOS:000180996800002&DestLinkType=FullRecord&DestApp=WOS_CPL
Copulas: A new insight into positive time-frequency distributions
Davy, M Doucet, A IEEE Signal Processing Letters volume 10 issue 7 215-218 (01 Jul 2003)
Efficient particle filtering for jump Markov systems. Application to time-varying autoregressions
Andrieu, C Davy, M Doucet, A IEEE Transactions on Signal Processing volume 51 issue 7 1762-1770 (01 Jul 2003)
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