15 citations · 19 across the 2 of their papers we have counts for
2 papers
stat.ML2016★ 4 cited
Communication-efficient Distributed Estimation and Inference for Transelliptical Graphical Models
Pan Xu, Lu Tian, Quanquan Gu
We propose communication-efficient distributed estimation and inference methods for the transelliptical graphical model, a semiparametric extension of the elliptical distribution i…
stat.ML2016★ 15 cited
Communication-efficient Distributed Sparse Linear Discriminant Analysis
Lu Tian, Quanquan Gu
We propose a communication-efficient distributed estimation method for sparse linear discriminant analysis (LDA) in the high dimensional regime. Our method distributes the data of…