155 citations · 955 across the 56 of their papers we have counts for
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math.PR2018★ 4 cited
Simple Conditions for Metastability of Continuous Markov Chains
Oren Mangoubi, Natesh S. Pillai, Aaron Smith
A family of Markov chains is said to exhibit with if its spectral gap (or some other…
math.PR2018★ 17 cited
Does Hamiltonian Monte Carlo mix faster than a random walk on multimodal densities?
Oren Mangoubi, Natesh S. Pillai, Aaron Smith
Hamiltonian Monte Carlo (HMC) is a very popular and generic collection of Markov chain Monte Carlo (MCMC) algorithms. One explanation for the popularity of HMC algorithms is their…