On the dissipation of ideal Hamiltonian Monte Carlo sampler

DOI10.1002/sta4.629MaRDI QIDQ6548889

Qijia Jiang

Publication date: 3 June 2024

Published in: Stat (Search for Journal in Brave)

zbMATH Keywords

samplingalgorithmsmachine learning

Mathematics Subject Classification ID

Statistics (62-XX)

Cites Work

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• The No-U-Turn Sampler: Adaptively Setting Path Lengths in Hamiltonian Monte Carlo
• Randomized Hamiltonian Monte Carlo
• Randomized Hamiltonian Monte Carlo as scaling limit of the bouncy particle sampler and dimension-free convergence rates
• Mixing time guarantees for unadjusted Hamiltonian Monte Carlo
• On sampling from a log-concave density using kinetic Langevin diffusions
• Simulating Hamiltonian Dynamics

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