Xuejun Liao

Researcher, SAS Institute Inc.

Joined

July 2019

Names

Xuejun Liao

Emails

****@sas.com (Confirmed)

Personal Links

Career & Education History

Researcher

SAS Institute Inc. (sas.com)

2017 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Multi-Task Learning for Classification with Dirichlet Process Priors
Xuejun Liao
- Journal of Machine Learning Research
- Readers: Everyone
Unsupervised Learning with Truncated Gaussian Graphical Models
Qinliang Su, Xuejun Liao, Chunyuan Li, Zhe Gan, Lawrence Carin
- 2017 (modified: 16 Jul 2019)
- AAAI 2017
- Readers: Everyone
A Probabilistic Framework for Nonlinearities in Stochastic Neural Networks
Qinliang Su, Xuejun Liao, Lawrence Carin
- 2017 (modified: 11 Nov 2022)
- NIPS 2017
- Readers: Everyone
Linear Feature Encoding for Reinforcement Learning
Zhao Song, Ronald E. Parr, Xuejun Liao, Lawrence Carin
- 2016 (modified: 11 Nov 2022)
- NIPS 2016
- Readers: Everyone
Nonlinear Statistical Learning with Truncated Gaussian Graphical Models
Qinliang Su, Xuejun Liao, Changyou Chen, Lawrence Carin
- 2016 (modified: 11 Nov 2022)
- ICML 2016
- Readers: Everyone
Stick-Breaking Policy Learning in Dec-POMDPs
Miao Liu, Christopher Amato, Xuejun Liao, Lawrence Carin, Jonathan P. How
- 2015 (modified: 16 Jul 2019)
- IJCAI 2015
- Readers: Everyone
Compressive Sensing of Signals from a GMM with Sparse Precision Matrices
Jianbo Yang, Xuejun Liao, Minhua Chen, Lawrence Carin
- 2014 (modified: 11 Nov 2022)
- NIPS 2014
- Readers: Everyone
Low-Cost Compressive Sensing for Color Video and Depth
Xin Yuan, Patrick Llull, Xuejun Liao, Jianbo Yang, David J. Brady, Guillermo Sapiro, Lawrence Carin
- 2014 (modified: 10 Nov 2022)
- CVPR 2014
- Readers: Everyone
Integrated Non-Factorized Variational Inference
Shaobo Han, Xuejun Liao, Lawrence Carin
- 2013 (modified: 11 Nov 2022)
- NIPS 2013
- Readers: Everyone
Online Expectation Maximization for Reinforcement Learning in POMDPs
Miao Liu, Xuejun Liao, Lawrence Carin
- 2013 (modified: 16 Jul 2019)
- IJCAI 2013
- Readers: Everyone

View all 23 publications

Co-Authors