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20092026
most citedConditions for rapid mixing of parallel and simulated tempering on multimodal distributions

96 citations · 228 across the 14 of their papers we have counts for

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stat.CO2022★ 2 cited

Finite Sample Complexity of Sequential Monte Carlo Estimators on Multimodal Target Distributions

Joseph Mathews, Scott C. Schmidler

We prove finite sample complexities for sequential Monte Carlo (SMC) algorithms which require only local mixing times of the associated Markov kernels. Our bounds are particularly…