6 citations · 18 across the 8 of their papers we have counts for
Showing 2020Show all
3 papers · 1 filter
stat.ME2020
Tree based credible set estimation
Jeong Eun. Lee, Geoff K. Nicholls
Estimating a joint Highest Posterior Density credible set for a multivariate posterior density is challenging as dimension gets larger. Credible intervals for univariate marginals…
cs.CV2020★ 6 cited
Unsupervised MR Motion Artifact Deep Learning using Outlier-Rejecting Bootstrap Aggregation
Gyutaek Oh, Jeong Eun Lee, Jong Chul Ye
Recently, deep learning approaches for MR motion artifact correction have been extensively studied. Although these approaches have shown high performance and reduced computational…
stat.CO2020★ 2 cited
Distortion estimates for approximate Bayesian inference
Hanwen Xing, Geoff K. Nicholls, Jeong Eun Lee
Current literature on posterior approximation for Bayesian inference offers many alternative methods. Does our chosen approximation scheme work well on the observed data? The best…