8 citations
2 papers
cs.LG2019★ 8 cited
Fast communication-efficient spectral clustering over distributed data
Donghui Yan, Yingjie Wang, Jin Wang +2
The last decades have seen a surge of interests in distributed computing thanks to advances in clustered computing and big data technology. Existing distributed algorithms typicall…
stat.ML2015★ 2 cited
Non-Gaussian Discriminative Factor Models via the Max-Margin Rank-Likelihood
Xin Yuan, Ricardo Henao, Ephraim L. Tsalik +2
We consider the problem of discriminative factor analysis for data that are in general non-Gaussian. A Bayesian model based on the ranks of the data is proposed. We first introduce…