Pete Bunch
TitelZitiert vonJahr
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
392016
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
252015
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
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
242011
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, 12293, 2016
222016
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
212012
Particle smoothing algorithms for variable rate models
P Bunch, S Godsill
IEEE Transactions on Signal Processing 61 (7), 1663-1675, 2013
122013
Dynamical models for tracking with the variable rate particle filter
P Bunch, S Godsill
2012 15th International Conference on Information Fusion, 1769-1775, 2012
122012
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
102013
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
82015
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
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
42017
Particle Gibbs with refreshed backward simulation
P Bunch, F Lindsten, S Singh
2015 IEEE International Conference on Acoustics, Speech and Signal …, 2015
42015
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
32016
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
32016
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
Das System kann den Vorgang jetzt nicht ausführen. Versuchen Sie es später erneut.
Artikel 1–18