578 citations · 706 across the 35 of their papers we have counts for
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stat.CO2023★ 1 cited
Accelerate Langevin Sampling with Birth-Death Process and Exploration Component
Lezhi Tan, Jianfeng Lu
Sampling a probability distribution with known likelihood is a fundamental task in computational science and engineering. Aiming at multimodality, we propose a new sampling method…
stat.CO2020★ 1 cited
Posterior computation with the Gibbs zig-zag sampler
Matthias Sachs, Deborshee Sen, Jianfeng Lu +1
An intriguing new class of piecewise deterministic Markov processes (PDMPs) has recently been proposed as an alternative to Markov chain Monte Carlo (MCMC). In order to facilitate…