2 problems
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Conjecture on asymptotic expected improvement for coupled Markov chains
Let be a Markov kernel and let the method use a coupling of the corresponding Markov chains, with an expected improvement measured through the effective sample size. In the per…
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Conjecture on worst-case effective sample size degradation
Let an empirical effective sample size be computed for a system of coupled Markov chains, and consider its degradation under the proposed weight-harmonization method. In practice,…