Monte Carlo Methods / Najlacnejšie knihy
Monte Carlo Methods

Code: 20312235

Monte Carlo Methods

by Adrian Barbu, Song-Chun Zhu

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 Mont ... more

121.22

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Book synopsis

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.

Book details

Book category Books in English Computing & information technology Computer science Mathematical theory of computation

121.22

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