Monte Carlo statistical methods, particularly those based on Markov chains, are now an essential component of the standa
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This book seeks to bridge the gap between statistics and computer science. It provides an overview of Monte Carlo method
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Hamiltonian Monte Carlo Methods in Machine Learning introduces methods for optimal tuning of HMC parameters, along with
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