Nick Whiteley
University of Bristol(GB)
Publications by Year
Research Areas
Markov Chains and Monte Carlo Methods, Target Tracking and Data Fusion in Sensor Networks, Bayesian Methods and Mixture Models, Statistical Methods and Inference, Gaussian Processes and Bayesian Inference
Most-Cited Works
- → Bayesian Time Series Models(2011)147 cited
- → Auxiliary Particle Implementation of Probability Hypothesis Density Filter(2010)95 cited
- → On the role of interaction in sequential Monte Carlo algorithms(2015)62 cited
- → Efficient Bayesian Inference for Switching State-Space Models using Discrete Particle Markov Chain Monte Carlo Methods(2010)54 cited
- → Bayesian Modelling Of Temporal Structure In Musical Audio.(2006)52 cited
- → Error Bounds and Normalising Constants for Sequential Monte Carlo Samplers in High Dimensions(2014)50 cited
- → An Invitation to Sequential Monte Carlo Samplers(2022)48 cited
- → Sequential Monte Carlo Samplers: Error Bounds and Insensitivity to Initial Conditions(2012)33 cited