Get our free extension to see links to code for papers anywhere online!

Chrome logo  Add to Chrome

Firefox logo Add to Firefox

An additive graphical model for discrete data



Jun Tao , Bing Li , Lingzhou Xue

* 33 pages 

   Access Paper or Ask Questions

Dimension Reduction and Data Visualization for Fréchet Regression



Qi Zhang , Lingzhou Xue , Bing Li

* 36 pages 

   Access Paper or Ask Questions

Robust High-Dimensional Regression with Coefficient Thresholding and its Application to Imaging Data Analysis



Bingyuan Liu , Qi Zhang , Lingzhou Xue , Peter X. K. Song , Jian Kang

* 38 pages 

   Access Paper or Ask Questions

Improving Neural Network Robustness through Neighborhood Preserving Layers



Bingyuan Liu , Christopher Malon , Lingzhou Xue , Erik Kruus

* An earlier short version of this paper without proof is presented in 25th International Conference on Pattern Recognition(ICPR), Manifold Learning from Euclid to Riemann workshop 

   Access Paper or Ask Questions

A Manifold Proximal Linear Method for Sparse Spectral Clustering with Application to Single-Cell RNA Sequencing Data Analysis



Zhongruo Wang , Bingyuan Liu , Shixiang Chen , Shiqian Ma , Lingzhou Xue , Hongyu Zhao


   Access Paper or Ask Questions

Fisher's combined probability test for high-dimensional covariance matrices



Xiufan Yu , Danning Li , Lingzhou Xue

* 24 pages 

   Access Paper or Ask Questions

Riemannian Stochastic Proximal Gradient Methods for Nonsmooth Optimization over the Stiefel Manifold



Bokun Wang , Shiqian Ma , Lingzhou Xue


   Access Paper or Ask Questions

An Alternating Manifold Proximal Gradient Method for Sparse PCA and Sparse CCA



Shixiang Chen , Shiqian Ma , Lingzhou Xue , Hui Zou


   Access Paper or Ask Questions

Model-Based Clustering of Nonparametric Weighted Networks



Amal Agarwal , Lingzhou Xue

* 21 pages, 3 figures 

   Access Paper or Ask Questions

1
2
>>