Y. Xue

The Matrix Stick-Breaking Process

L. Carin, D. Dunson, Y. Xue, 2008 .

Multi-Task Learning for Classification with Dirichlet Process Priors

Lawrence Carin, Balaji Krishnapuram, Ya Xue, 2007, J. Mach. Learn. Res..

Logistic regression with an auxiliary data source

Lawrence Carin, Ya Xue, Xuejun Liao, 2005, ICML.

Multi-Task Learning for Sequential Data

L. Carin, Y. Xue, Shihao Ji, 2007 .

In Situ Compressive Sensing

Ya Xue, Lawrence Carin, Dehong Liu, 2007, 2007 IEEE/SP 14th Workshop on Statistical Signal Processing.

Bayesian Compressive Sensing

Lawrence Carin, Shihao Ji, Ya Xue, 2008, IEEE Transactions on Signal Processing.

Incomplete-data classification using logistic regression

Lawrence Carin, David Williams, Ya Xue, 2005, ICML.

Learning Multiple Classifiers with Dirichlet Process Mixture Priors

Lawrence Carin, Balaji Krishnapuram, Ya Xue, 2005 .

Semi-Supervised Classification

Lawrence Carin, Mário A. T. Figueiredo, Balaji Krishnapuram, 2004, Encyclopedia of Database Systems.

On Classification with Incomplete Data

Lawrence Carin, Balaji Krishnapuram, David Williams, 2007, IEEE Transactions on Pattern Analysis and Machine Intelligence.