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08/18/2023
Pigeons.jl: Distributed Sampling From Intractable Distributions
We introduce a software package, Pigeons.jl, that provides a way to leve...
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05/31/2023
A Unified Framework for U-Net Design and Analysis
U-Nets are a go-to, state-of-the-art neural architecture across numerous...
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05/31/2022
Parallel Tempering With a Variational Reference
Sampling from complex target distributions is a challenging task fundame...
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02/15/2021
Parallel Tempering on Optimized Paths
Parallel tempering (PT) is a class of Markov chain Monte Carlo algorithm...
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06/22/2019
Local Exchangeability
Exchangeability---in which the distribution of an infinite sequence is i...
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05/08/2019