Christopher Nemeth

Stochastic Gradient Markov Chain Monte Carlo

Christopher Nemeth, Paul Fearnhead · Journal of the American Statistical Association · 2020 · 137 citations · Full text

Computing, Computer Science, Bayesian Data Analysis +10

Sequential Monte Carlo Methods for State and Parameter Estimation in Abruptly Changing Environments

Christopher Nemeth, Paul Fearnhead, Lyudmila Mihaylova · IEEE Transactions on Signal Processing · 2014 · 85 citations · Full text

Engineering, Systems Engineering, Bayesian Data Analysis +15

Particle Approximations of the Score and Observed Information Matrix for Parameter Estimation in State–Space Models With Linear Computational Cost

Christopher Nemeth, Paul Fearnhead, Lyudmila Mihaylova · Journal of Computational and Graphical Statistics · 2015 · 41 citations · Full text

Computing, Biostatistics, Machine Learning +15

<b>GaussianProcesses.jl</b>: A Nonparametric Bayes Package for the <i>Julia</i> Language

Jamie Fairbrother, Christopher Nemeth, Maxime Rischard et al. · Journal of Statistical Software · 2022 · 27 citations · Full text

Computing, Biostatistics, Computer Science +15

Bayesian calibration of firn densification models

Vincent Verjans, Amber Leeson, Christopher Nemeth et al. · ˜The œcryosphere · 2020 · 18 citations · Full text

Computing, Earth Sciences, Cryosphere Studies +16