Xuejun Liao

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

Coded aperture compressive temporal imaging

Patrick Llull, Xuejun Liao, Xin Yuan et al. · Optics Express · 2013 · 444 citations · Full text

Video Compressive Sensing Using Gaussian Mixture Models

Jianbo Yang, Xin Yuan, Xuejun Liao et al. · IEEE Transactions on Image Processing · 2014 · 212 citations

Lossy Compression, Video Restoration, Image Analysis +14

Logistic regression with an auxiliary data source

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

Artificial Intelligence, Engineering, Machine Learning +17

Compressive Sensing by Learning a Gaussian Mixture Model From Measurements

Jianbo Yang, Xuejun Liao, Xin Yuan et al. · IEEE Transactions on Image Processing · 2014 · 197 citations

Sparse Representation, Machine Vision, Machine Learning +15