341 citations · 852 across the 28 of their papers we have counts for
Showing 2013 · stat.COShow all
3 papers · 2 filters
stat.CO2013
Discussion of "Geodesic Monte Carlo on Embedded Manifolds"
Simon Byrne, Mark Girolami, Persi Diaconis +9
Contributed discussion and rejoinder to "Geodesic Monte Carlo on Embedded Manifolds" (arXiv:1301.6064)
stat.CO2013★ 41 cited
Spherical Hamiltonian Monte Carlo for Constrained Target Distributions
Shiwei Lan, Bo Zhou, Babak Shahbaba
We propose a new Markov Chain Monte Carlo (MCMC) method for constrained target distributions. Our method first maps the -dimensional constrained domain of parameters to the unit…
stat.CO2013★ 2 cited
Wormhole Hamiltonian Monte Carlo
Shiwei Lan, Jeffrey Streets, Babak Shahbaba
In machine learning and statistics, probabilistic inference involving multimodal distributions is quite difficult. This is especially true in high dimensional problems, where most…