Ya Xue

Bayesian Compressive Sensing

Shihao Ji, Ya Xue, Lawrence Carin · IEEE Transactions on Signal Processing · 2008 · 2.4K citations

Engineering, Atomic Decomposition, Statistical Signal Processing +16

Multi-Task Learning for Classification with Dirichlet Process Priors

Ya Xue, Xuejun Liao, Lawrence Carin et al. · 2007 · 487 citations

Amtl Formulation, Engineering, Machine Learning +19

Logistic regression with an auxiliary data source

Xuejun Liao, Ya Xue, Lawrence Carin · 2005 · 202 citations

Artificial Intelligence, Engineering, Machine Learning +17

On Classification with Incomplete Data

D. A. Williams, Xuejun Liao, Ya Xue et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2007 · 105 citations

Engineering, Machine Learning, Incomplete Data +16

The Matrix Stick-Breaking Process

David B. Dunson, Ya Xue, Lawrence Carin · Journal of the American Statistical Association · 2008 · 67 citations

Engineering, Parametric Hierarchical Models, Matrix Theory +16