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Biographie et livres de Christopher Nemeth

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Christopher Nemeth is Professor of Statistics at Lancaster University, working at the interface of Statistics and Machine Learning, with a focus on probabilistic modelling and the development of new computational tools for statistical inference. In 2020, he was awarded a UKRI Turing AI Fellowship to develop new algorithms for probabilistic AI.
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Téléchargez le livre :  Scalable Monte Carlo for Bayesian Learning
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Scalable Monte Carlo for Bayesian Learning

Paul Fearnhead , Christopher Nemeth , Chris J. Oates , Chris Sherlock


Cambridge University Press

2025-06-05

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A graduate-level introduction to advanced topics in Markov chain Monte Carlo (MCMC), as applied broadly in the Bayesian computational context. The topics covered have emerged as recently as the last decade and include stochastic gradient MCMC,...

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