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) doi:10.1109/78.978397
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) doi:10.1109/78.984776
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) doi:10.1109/TSA.2002.1001982
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) doi:10.1023/A:1013172322619
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) doi:10.1111/1467-9868.00363
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) doi:10.1109/LSP.2002.806070
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) doi:10.1111/1467-9868.03712
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) doi:10.1109/LSP.2003.811636
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