Kyoungjae Lee

Scalable Bayesian high-dimensional local dependence learning

2021 · arXiv (Cornell University)

In this work, we propose a scalable Bayesian procedure for learning the local dependence structure in a high-dimensional model where the variables possess a natural ordering. The ordering of variables can be indexed by time, …