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most citedWhen does Metropolized Hamiltonian Monte Carlo provably outperform Metropolis-adjusted Langevin algorithm?

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math.PR2020

An Almost Constant Lower Bound of the Isoperimetric Coefficient in the KLS Conjecture

Yuansi Chen

We prove an almost constant lower bound of the isoperimetric coefficient in the KLS conjecture. The lower bound has the dimension dependency . When the dimension is la…