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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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James Gulliford

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Preprint Oct 2026

Optimal sampling strategies in event-chain Monte Carlo

Event-chain Monte Carlo (ECMC) has revolutionised computational sampling over recent years, providing a powerful alternative to the molecular-dynamics (MD) and Hamiltonian Monte Carlo (HMC) algorithms. Each method outperforms the ubiquitous random-walk Metropolis algorithm by advancing particles along deterministic tra...

James Gulliford, Gareth O. Roberts, Michael F. Faulkner · 0 citations

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