9 citations · 21 across the 9 of their papers we have counts for
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stat.ME2022★ 1 cited
Continuously-Tempered PDMP Samplers
Matthew Sutton, Robert Salomone, Augustin Chevallier +1
New sampling algorithms based on simulating continuous-time stochastic processes called piece-wise deterministic Markov processes (PDMPs) have shown considerable promise. However,…
stat.ME2020★ 3 cited
NuZZ: numerical Zig-Zag sampling for general models
Filippo Pagani, Augustin Chevallier, Sam Power +2
Markov chain Monte Carlo (MCMC) is a key algorithm in computational statistics, and as datasets grow larger and models grow more complex, many popular MCMC algorithms become too co…