11 citations · 11 across the 2 of their papers we have counts for
2 papers
stat.CO2020
Hamiltonian Monte Carlo Swindles
Dan Piponi, Matthew D. Hoffman, Pavel Sountsov
Hamiltonian Monte Carlo (HMC) is a powerful Markov chain Monte Carlo (MCMC) algorithm for estimating expectations with respect to continuous un-normalized probability distributions…
cs.PL2020★ 11 cited
Joint Distributions for TensorFlow Probability
Dan Piponi, Dave Moore, Joshua V. Dillon
A central tenet of probabilistic programming is that a model is specified exactly once in a canonical representation which is usable by inference algorithms. We describe JointDistr…