Search Machine Learning Repository:
All publications by Jie Liu
authors venues years



Multiple Testing under Dependence via Semiparametric Graphical Models
Jie Liu, Chunming Zhang, Elizabeth Burnside and David Page
Proceedings of the 31st International Conference on Machine Learning (ICML-14), 2014


Bayesian Estimation of Latently-grouped Parameters in Undirected Graphical Models
Jie Liu and David Page
Advances in Neural Information Processing Systems 26, 2013


High-Dimensional Structured Feature Screening Using Binary Markov Random Fields
Jie Liu, Chunming Zhang, Catherine A. Mccarty, Peggy L. Peissig, Elizabeth S. Burnside and David Page
Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics (AISTATS-12), 2012