| Approximations of the optimal importance density using Gaussian particle flow importance sampling P Bunch, S Godsill Journal of the American Statistical Association 111 (514), 748-762, 2016 | 72 | 2016 |
| Antarctic last interglacial isotope peak in response to sea ice retreat not ice-sheet collapse MD Holloway, LC Sime, JS Singarayer, JC Tindall, P Bunch, PJ Valdes Nature communications 7 (1), 12293, 2016 | 71 | 2016 |
| Rao-Blackwellized particle smoothers for conditionally linear Gaussian models F Lindsten, P Bunch, S Särkkä, TB Schön, SJ Godsill IEEE Journal of Selected Topics in Signal Processing 10 (2), 353-365, 2015 | 43 | 2015 |
| Improved particle approximations to the joint smoothing distribution using Markov chain Monte Carlo P Bunch, S Godsill IEEE Transactions on Signal Processing 61 (4), 956-963, 2012 | 38 | 2012 |
| The spatial structure of the 128 ka Antarctic sea ice minimum MD Holloway, LC Sime, CS Allen, CD Hillenbrand, P Bunch, E Wolff, ... Geophysical Research Letters 44 (21), 11,129-11,139, 2017 | 33 | 2017 |
| Rao-Blackwellized particle smoothers for mixed linear/nonlinear state-space models F Lindsten, P Bunch, S Godsill, T Schön Submitted to IEEE Transactions on Signal Processing, 99-109, 2011 | 27 | 2011 |
| A Backward-Simulation Based Rao-Blackwellized Particle Smoother for Conditionally Linear Gaussian Models S Särkkä, P Bunch, S Godsill System Identification 16 (1), 506-511, 2012 | 26 | 2012 |
| Particle ancestor sampling for near-degenerate or intractable state transition models F Lindsten, P Bunch, SS Singh, TB Schön arXiv preprint arXiv:1505.06356, 2015 | 19 | 2015 |
| Particle filtering with progressive Gaussian approximations to the optimal importance density P Bunch, S Godsill 2013 5th IEEE International Workshop on Computational Advances in Multi …, 2013 | 18 | 2013 |
| Dynamical models for tracking with the variable rate particle filter P Bunch, S Godsill 2012 15th International Conference on Information Fusion, 1769-1775, 2012 | 17 | 2012 |
| Antarctic last interglacial isotope peak in response to sea ice retreat not ice-sheet collapse, Nat. Commun., 7, 12293 MD Holloway, LC Sime, JS Singarayer, JC Tindall, P Bunch, PJ Valdes | 16 | 2016 |
| Particle smoothing algorithms for variable rate models P Bunch, S Godsill IEEE Transactions on Signal Processing 61 (7), 1663-1675, 2013 | 16 | 2013 |
| Probabilistic intentionality prediction for target selection based on partial cursor tracks BI Ahmad, PM Langdon, P Bunch, SJ Godsill Universal Access in Human-Computer Interaction. Aging and Assistive …, 2014 | 10 | 2014 |
| Sparse structure inference for group and network tracking J Murphy, E Ozkan, P Bunch, SJ Godsill 2016 19th International Conference on Information Fusion (FUSION), 1208-1214, 2016 | 8 | 2016 |
| Bayesian learning of degenerate linear Gaussian state space models using Markov chain Monte Carlo P Bunch, J Murphy, S Godsill IEEE Transactions on Signal Processing 64 (16), 4100-4112, 2016 | 8 | 2016 |
| Particle Gibbs with refreshed backward simulation P Bunch, F Lindsten, S Singh 2015 IEEE International Conference on Acoustics, Speech and Signal …, 2015 | 5 | 2015 |
| Point process MCMC for sequential music transcription P Bunch, S Godsill 2011 IEEE International Conference on Acoustics, Speech and Signal …, 2011 | 2 | 2011 |
| Transcription of musical audio using poisson point processes and sequential MCMC P Bunch, S Godsill Exploring Music Contents: 7th International Symposium, CMMR 2010, Málaga …, 2011 | 2 | 2011 |
| Annealed MCMC for Bayesian learning of linear Gaussian state space models with changepoints P Bunch, J Murphy, S Godsill 2016 19th International Conference on Information Fusion (FUSION), 597-605, 2016 | 1 | 2016 |
Simon GodsillUniversity of CambridgeVerified email at eng.cam.ac.uk
