Pete Bunch

Publication Activity (10 Years)

Years Active: 2010-2016
Publications (10 Years): 5

Top Topics

Dynamical Models

Markov Chain Monte Carlo

Linear Gaussian

Top Venues

IEEE Trans. Signal Process.

IEEE J. Sel. Top. Signal Process.

Publications

Pete Bunch, James K. Murphy, Simon J. Godsill
Annealed MCMC for Bayesian learning of linear Gaussian state space models with changepoints. FUSION (2016)
James K. Murphy, Emre Özkan, Pete Bunch, Simon J. Godsill
Sparse structure inference for group and network tracking. FUSION (2016)
Pete Bunch, James K. Murphy, Simon J. Godsill
Bayesian Learning of Degenerate Linear Gaussian State Space Models Using Markov Chain Monte Carlo. IEEE Trans. Signal Process. 64 (16) (2016)
Fredrik Lindsten, Pete Bunch, Simo Särkkä, Thomas B. Schön, Simon J. Godsill
Rao-Blackwellized Particle Smoothers for Conditionally Linear Gaussian Models. IEEE J. Sel. Top. Signal Process. 10 (2) (2016)
Pete Bunch, Fredrik Lindsten, Sumeetpal S. Singh
Particle Gibbs with refreshed backward simulation. ICASSP (2015)
Bashar I. Ahmad, Patrick M. Langdon, Pete Bunch, Simon J. Godsill
Probabilistic Intentionality Prediction for Target Selection Based on Partial Cursor Tracks. HCI (6) (2014)
Pete Bunch, Simon J. Godsill
Particle Smoothing Algorithms for Variable Rate Models. IEEE Trans. Signal Process. 61 (7) (2013)
Pete Bunch, Simon J. Godsill
Particle filtering with progressive Gaussian approximations to the optimal importance density. CAMSAP (2013)
Fredrik Lindsten, Pete Bunch, Simon J. Godsill, Thomas B. Schön
Rao-Blackwellized particle smoothers for mixed linear/nonlinear state-space models. ICASSP (2013)
Pete Bunch, Simon J. Godsill
Improved Particle Approximations to the Joint Smoothing Distribution Using Markov Chain Monte Carlo. IEEE Trans. Signal Process. 61 (4) (2013)
Pete Bunch, Simon J. Godsill
Dynamical models for tracking with the variable rate particle filter. FUSION (2012)
Pete Bunch, Simon J. Godsill
Point process MCMC for sequential music transcription. ICASSP (2011)
Pete Bunch, Simon J. Godsill
Transcription of Musical Audio Using Poisson Point Processes and Sequential MCMC. CMMR (2010)