95 citations · 196 across the 14 of their papers we have counts for
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stat.ML2017★ 2 cited
Discriminative Similarity for Clustering and Semi-Supervised Learning
Yingzhen Yang, Feng Liang, Nebojsa Jojic +3
Similarity-based clustering and semi-supervised learning methods separate the data into clusters or classes according to the pairwise similarity between the data, and the pairwise…
stat.ML2017★ 2 cited
An Empirical Bayes Approach for High Dimensional Classification
Yunbo Ouyang, Feng Liang
We propose an empirical Bayes estimator based on Dirichlet process mixture model for estimating the sparse normalized mean difference, which could be directly applied to the high d…
stat.ME2017
A Nonparametric Bayesian Approach for Sparse Sequence Estimation
Yunbo Ouyang, Feng Liang
A nonparametric Bayes approach is proposed for the problem of estimating a sparse sequence based on Gaussian random variables. We adopt the popular two-group prior with one compone…