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Monte Carlo Filtering of Piecewise Deterministic Processes [PDF]
Journal of Computational and Graphical Statistics, 2011 We present efficient Monte Carlo algorithms for performing Bayesian inference in a broad class of models: those in which the distributions of interest may be represented by time marginals of continuous-time jump processes conditional on a realisation of
Adam M Johansen +2 more
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Bayesian Trend Filtering via Proximal Markov Chain Monte Carlo
Journal of Computational and Graphical Statistics, 2023Hua Zhou, Eric Chi, Qiang Heng
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Parameter sensitivities, monte carlo filtering, and model forecasting under uncertainty
Journal of Forecasting, 1991Kenneth Rose
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A machine learning approach for filtering Monte Carlo noise
ACM Transactions on Graphics, 2015Pradeep Sen +2 more
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On filtering the noise from the random parameters in Monte Carlo rendering
ACM Transactions on Graphics, 2012Pradeep Sen, Soheil Darabi
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Monte Carlo Methods for a Special Nonlinear Filtering Problem
IFAC Postprint Volumes IPPV / International Federation of Automatic Control, 2000O A Stepanov
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Monte Carlo filtering for multi-target tracking and data association
IEEE Transactions on Aerospace and Electronic Systems, 2005S J Godsill
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Sequential monte carlo methods for multi-target filtering with random finite sets
IEEE Transactions on Aerospace and Electronic Systems, 2005Arnaud Doucet, Ba-Ngu Võ
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