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Monte Carlo Methods

Language EnglishEnglish
Book Hardback
Book Monte Carlo Methods Adrian Barbu
Libristo code: 20312235
Publishers Springer Verlag, Singapore, March 2019
It provides an overview of Monte Carlo methods, including Sequential Monte Carlo, Markov Chain Monte... Full description
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It provides an overview of Monte Carlo methods, including Sequential Monte Carlo, Markov Chain Monte Carlo, Metropolis-Hastings, Gibbs Sampler, Cluster Sampling, Data Driven MCMC, Stochastic Gradient optimization, Hamiltonian Monte Carlo, and energy landscape mapping.

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About the book

Full name Monte Carlo Methods
Author Adrian Barbu, Song-Chun Zhu
Language English
Binding Book - Hardback
Date of issue 2019
Number of pages 300
EAN 9789811329708
ISBN 9789811329708
Libristo code 20312235
Publishers Springer Verlag, Singapore
Weight 998
Dimensions 168 x 240 x 26

Categories

Computing & Information Technology > Computer science > Mathematical theory of computation > Maths for computer scientists
Computing & Information Technology > Computer science > Artificial intelligence > Computer vision
Mathematics & Science > Mathematics > Probability & statistics
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