50 citations · 302 across the 44 of their papers we have counts for
4 papers · 1 filter
Sequential Markov Chain Monte Carlo
Yun Yang, David B. Dunson
We propose a sequential Markov chain Monte Carlo (SMCMC) algorithm to sample from a sequence of probability distributions, corresponding to posterior distributions at different tim…
Bayesian Manifold Regression
Yun Yang, David B. Dunson
There is increasing interest in the problem of nonparametric regression with high-dimensional predictors. When the number of predictors is large, one encounters a daunting prob…
Bayesian crack detection in ultra high resolution multimodal images of paintings
Bruno Cornelis, Yun Yang, Joshua T. Vogelstein +3
The preservation of our cultural heritage is of paramount importance. Thanks to recent developments in digital acquisition techniques, powerful image analysis algorithms are develo…
Bayesian Conditional Tensor Factorizations for High-Dimensional Classification
Yun Yang, David B. Dunson
In many application areas, data are collected on a categorical response and high-dimensional categorical predictors, with the goals being to build a parsimonious model for classifi…