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hamiltonian monte carlo 1KL divergence 1log-concave distributions 1mixing time 1sampling 1

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stat.ML2026

Accelerated Mixing Time of Randomized Hamiltonian Monte Carlo

Siddharth Mitra, Vishwak Srinivasan, Xiuyuan Wang +1

The paper proves that Randomized Hamiltonian Monte Carlo mixes faster for log‑concave distributions, providing exponential KL convergence rates and explicit total integration time…