Pete Bunch
Title
Cited by
Cited by
Year
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
452016
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), 1-9, 2016
302016
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
282015
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
262011
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
242012
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
242012
Particle smoothing algorithms for variable rate models
P Bunch, S Godsill
IEEE transactions on signal processing 61 (7), 1663-1675, 2013
132013
Dynamical models for tracking with the variable rate particle filter
P Bunch, S Godsill
2012 15th International Conference on Information Fusion, 1769-1775, 2012
132012
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
122013
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
112017
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
102015
Probabilistic intentionality prediction for target selection based on partial cursor tracks
BI Ahmad, PM Langdon, P Bunch, SJ Godsill
International Conference on Universal Access in Human-Computer Interaction …, 2014
62014
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
42016
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
42016
Particle Gibbs with refreshed backward simulation
P Bunch, F Lindsten, S Singh
2015 IEEE International Conference on Acoustics, Speech and Signal …, 2015
42015
Point process MCMC for sequential music transcription
P Bunch, S Godsill
2011 IEEE International Conference on Acoustics, Speech and Signal …, 2011
22011
Transcription of musical audio using poisson point processes and sequential MCMC
P Bunch, S Godsill
International Symposium on Computer Music Modeling and Retrieval, 76-83, 2010
22010
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
12016
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