341 citations · 852 across the 28 of their papers we have counts for
Showing 2019Show all
2 papers · 1 filter
stat.CO2019★ 6 cited
Deep Markov Chain Monte Carlo
Babak Shahbaba, Luis Martinez Lomeli, Tian Chen +1
We propose a new computationally efficient sampling scheme for Bayesian inference involving high dimensional probability distributions. Our method maps the original parameter space…
stat.ME2019★ 2 cited
Learning Temporal Evolution of Spatial Dependence with Generalized Spatiotemporal Gaussian Process Models
Shiwei Lan
A large number of scientific studies and engineering problems involve high-dimensional spatiotemporal data with complicated relationships. In this paper, we focus on a type of spac…