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Statistics & Probability Letters|November 8, 2021
Learning Sparse Deep Neural Networks with a Spike-and-Slab PriorYan Sun, Qifan Song, Faming Liang
Computational Statistics|January 27, 2025
An Extended Langevinized Ensemble Kalman Filter for non-Gaussian Dynamic SystemsPeiyi Zhang, Tianning Dong, Faming Liang
Journal of the Royal Statistical Society. Series B, Statistical Methodology|February 12, 2025
Extended fiducial inference: toward an automated process of statistical inferenceFaming Liang, Sehwan Kim, Yan Sun
BMC Bioinformatics|October 28, 2009
Bayesian modeling of ChIP-chip data using latent variablesMingqi Wu, Faming Liang, Yanan Tian
Journal of the Royal Statistical Society. Series C, Applied Statistics|August 9, 2017
Biomarker detection and categorization in ribonucleic acid sequencing meta-analysis using Bayesian hierarchical modelsTianzhou Ma, Faming Liang, George Tseng
Plos One|February 28, 2019
Drug sensitivity prediction with high-dimensional mixture regressionQianyun Li, Runmin Shi, Faming Liang
Journal of the American Statistical Association|March 22, 2023
Consistent Sparse Deep Learning: Theory and ComputationYan Sun, Qifan Song, Faming Liang
Statistica Sinica|April 25, 2025
A New Paradigm for Generative Adversarial Networks based on Randomized Decision RulesSehwan Kim, Qifan Song, Faming Liang
Journal of the American Statistical Association|July 30, 2019
Bayesian Neural Networks for Selection of Drug Sensitive GenesFaming Liang, Qizhai Li, Lei Zhou
Neural Computation|April 14, 2019
Learning Moral Graphs in Construction of High-Dimensional Bayesian Networks for Mixed DataSuwa Xu, Bochao Jia, Faming Liang
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