155 citations · 945 across the 25 of their papers we have counts for
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stat.CO2016★ 24 cited
Stochastic Bouncy Particle Sampler
Ari Pakman, Dar Gilboa, David Carlson +1
We introduce a novel stochastic version of the non-reversible, rejection-free Bouncy Particle Sampler (BPS), a Markov process whose sample trajectories are piecewise linear. The al…
stat.ML2016★ 9 cited
Partition Functions from Rao-Blackwellized Tempered Sampling
David Carlson, Patrick Stinson, Ari Pakman +1
Partition functions of probability distributions are important quantities for model evaluation and comparisons. We present a new method to compute partition functions of complex an…