Xuejun Liao - RankMe

59 papers A* 14A 1B 2Misc 4Journal 23Unranked 15

Year	Rank	Type	Title / Venue / Authors
2021	A*	`conf`	Efficient Collaborative Filtering via Data Augmentation and Step-size Optimization. KDD Xuejun Liao, Patrick Koch, Shunping Huang, Yan Xu
2018	—	`conf`	Convolutional Gaussian Mixture Models with Application to Compressive Sensing. SSP Ren Wang, Xuejun Liao, Jingbo Guo
2017	—	`conf`	A Probabilistic Framework for Nonlinearities in Stochastic Neural Networks. NIPS Qinliang Su, Xuejun Liao, Lawrence Carin
2017	J	`jnl`	A Probabilistic Framework for Nonlinearities in Stochastic Neural Networks. CoRR Qinliang Su, Xuejun Liao, Lawrence Carin
2017	A*	`conf`	Unsupervised Learning with Truncated Gaussian Graphical Models. AAAI Qinliang Su, Xuejun Liao, Chunyuan Li, Zhe Gan, Lawrence Carin
2016	—	`conf`	Linear Feature Encoding for Reinforcement Learning. NIPS Zhao Song, Ronald E. Parr, Xuejun Liao, Lawrence Carin
2016	A*	`conf`	Nonlinear Statistical Learning with Truncated Gaussian Graphical Models. ICML Qinliang Su, Xuejun Liao, Changyou Chen, Lawrence Carin
2016	—	`conf`	Solving DEC-POMDPs by Expectation Maximization of Value Function. AAAI Spring Symposia Zhao Song, Xuejun Liao, Lawrence Carin
2016	J	`jnl`	Unsupervised Learning with Truncated Gaussian Graphical Models. CoRR Qinliang Su, Xuejun Liao, Chunyuan Li, Zhe Gan, Lawrence Carin
2016	A	`conf`	Variational Gaussian Copula Inference. AISTATS Shaobo Han, Xuejun Liao, David B. Dunson, Lawrence Carin
2015	J	`jnl`	Compressive Sensing by Learning a Gaussian Mixture Model From Measurements. IEEE Trans. Image Process. Jianbo Yang, Xuejun Liao, Xin Yuan, Patrick Llull, David J. Brady, Guillermo Sapiro, Lawrence Carin
2015	A*	`conf`	Stick-Breaking Policy Learning in Dec-POMDPs. IJCAI Miao Liu, Christopher Amato, Xuejun Liao, Lawrence Carin, Jonathan P. How
2015	J	`jnl`	Stick-Breaking Policy Learning in Dec-POMDPs. CoRR Miao Liu, Christopher Amato, Xuejun Liao, Lawrence Carin, Jonathan P. How
2015	J	`jnl`	Variational Gaussian Copula Inference. CoRR Shaobo Han, Xuejun Liao, David B. Dunson, Lawrence Carin
2014	—	`conf`	Compressive Sensing of Signals from a GMM with Sparse Precision Matrices. NIPS Jianbo Yang, Xuejun Liao, Minhua Chen, Lawrence Carin
2014	J	`jnl`	Generalized Alternating Projection for Weighted-퓁 SIAM J. Imaging Sci. Xuejun Liao, Hui Li, Lawrence Carin
2014	A*	`conf`	Low-Cost Compressive Sensing for Color Video and Depth. CVPR Xin Yuan, Patrick Llull, Xuejun Liao, Jianbo Yang, David J. Brady, Guillermo Sapiro, Lawrence Carin
2014	J	`jnl`	Low-Cost Compressive Sensing for Color Video and Depth. CoRR Xin Yuan, Patrick Llull, Xuejun Liao, Jianbo Yang, Guillermo Sapiro, David J. Brady, Lawrence Carin
2014	J	`jnl`	Video Compressive Sensing Using Gaussian Mixture Models. IEEE Trans. Image Process. Jianbo Yang, Xin Yuan, Xuejun Liao, Patrick Llull, David J. Brady, Guillermo Sapiro, Lawrence Carin
2013	J	`jnl`	Adaptive Temporal Compressive Sensing for Video CoRR Xin Yuan, Jianbo Yang, Patrick Llull, Xuejun Liao, Guillermo Sapiro, David J. Brady, Lawrence Carin
2013	B	`conf`	Adaptive temporal compressive sensing for video. ICIP Xin Yuan, Jianbo Yang, Patrick Llull, Xuejun Liao, Guillermo Sapiro, David J. Brady, Lawrence Carin
2013	J	`jnl`	Coded aperture compressive temporal imaging CoRR Patrick Llull, Xuejun Liao, Xin Yuan, Jianbo Yang, David S. Kittle, Lawrence Carin, Guillermo Sapiro, David J. Brady
2013	B	`conf`	Gaussian mixture model for video compressive sensing. ICIP Jianbo Yang, Xin Yuan, Xuejun Liao, Patrick Llull, Guillermo Sapiro, David J. Brady, Lawrence Carin
2013	—	`conf`	Integrated Non-Factorized Variational Inference. NIPS Shaobo Han, Xuejun Liao, Lawrence Carin
2013	A*	`conf`	Online Expectation Maximization for Reinforcement Learning in POMDPs. IJCAI Miao Liu, Xuejun Liao, Lawrence Carin
2012	A*	`conf`	Cross-Domain Multitask Learning with Latent Probit Models. ICML Shaobo Han, Xuejun Liao, Lawrence Carin
2011	Misc	`conf`	Nonparametric Bayesian feature selection for multi-task learning. ICASSP Hui Li, Xuejun Liao, Lawrence Carin
2011	A*	`conf`	The Infinite Regionalized Policy Representation. ICML Miao Liu, Xuejun Liao, Lawrence Carin
2010	J	`jnl`	Active learning and basis selection for kernel-based linear models: a Bayesian perspective. IEEE Trans. Signal Process. John W. Paisley, Xuejun Liao, Lawrence Carin
2010	J	`jnl`	Classification with Incomplete Data Using Dirichlet Process Priors. J. Mach. Learn. Res. Chunping Wang, Xuejun Liao, Lawrence Carin, David B. Dunson
2009	Misc	`conf`	Active learning for semi-supervised multi-task learning. ICASSP Hui Li, Xuejun Liao, Lawrence Carin
2009	J	`jnl`	Kernel-Matching Pursuits With Arbitrary Loss Functions. IEEE Trans. Neural Networks Jason R. Stack, Gerald J. Dobeck, Xuejun Liao, Lawrence Carin
2009	—	`conf`	Learning to Explore and Exploit in POMDPs. NIPS Chenghui Cai, Xuejun Liao, Lawrence Carin
2009	J	`jnl`	Migratory Logistic Regression for Learning Concept Drift Between Two Data Sets With Application to UXO Sensing. IEEE Trans. Geosci. Remote. Sens. Xuejun Liao, Lawrence Carin
2009	J	`jnl`	Multi-task Reinforcement Learning in Partially Observable Stochastic Environments. J. Mach. Learn. Res. Hui Li, Xuejun Liao, Lawrence Carin
2009	J	`jnl`	Semisupervised Multitask Learning. IEEE Trans. Pattern Anal. Mach. Intell. Qiuhua Liu, Xuejun Liao, Hui Li, Jason R. Stack, Lawrence Carin
2008	J	`jnl`	Detection of Unexploded Ordnance via Efficient Semisupervised and Active Learning. IEEE Trans. Geosci. Remote. Sens. Qiuhua Liu, Xuejun Liao, Lawrence Carin
2007	J	`jnl`	Classification of Unexploded Ordnance Using Incomplete Multisensor Multiresolution Data. IEEE Trans. Geosci. Remote. Sens. David Williams, Chunping Wang, Xuejun Liao, Lawrence Carin
2007	—	`conf`	Learning Classifiers on a Partially Labeled Data Manifold. ICASSP (2) Qiuhua Liu, Xuejun Liao, Lawrence Carin
2007	J	`jnl`	Multi-Task Learning for Classification with Dirichlet Process Priors. J. Mach. Learn. Res. Ya Xue, Xuejun Liao, Lawrence Carin, Balaji Krishnapuram
2007	J	`jnl`	On Classification with Incomplete Data. IEEE Trans. Pattern Anal. Mach. Intell. David Williams, Xuejun Liao, Ya Xue, Lawrence Carin, Balaji Krishnapuram
2007	A*	`conf`	Point-Based Policy Iteration. AAAI Shihao Ji, Ronald Parr, Hui Li, Xuejun Liao, Lawrence Carin
2007	A*	`conf`	Quadratically gated mixture of experts for incomplete data classification. ICML Xuejun Liao, Hui Li, Lawrence Carin
2007	—	`conf`	Semi-Supervised Multitask Learning. NIPS Qiuhua Liu, Xuejun Liao, Lawrence Carin
2006	—	`conf`	A Reward-Directed Bayesian Classifier. ICASSP (5) Hui Li, Xuejun Liao, Lawrence Carin
2006	A*	`conf`	Incremental Least Squares Policy Iteration for POMDPs. AAAI Hui Li, Xuejun Liao, Lawrence Carin
2006	A*	`conf`	Region-based value iteration for partially observable Markov decision processes. ICML Hui Li, Xuejun Liao, Lawrence Carin
2005	A*	`conf`	Incomplete-data classification using logistic regression. ICML David Williams, Xuejun Liao, Ya Xue, Lawrence Carin
2005	A*	`conf`	Logistic regression with an auxiliary data source. ICML Xuejun Liao, Ya Xue, Lawrence Carin
2005	—	`conf`	Radial Basis Function Network for Multi-task Learning. NIPS Xuejun Liao, Lawrence Carin
2004	—	`conf`	Active selection of labeled data for target detection. ICASSP (5) Yan Zhang, Xuejun Liao, Esther Durá, Lawrence Carin
2004	—	`conf`	Adaptive multi-aspect target classification and detection with hidden Markov models. ICASSP (2) Shihao Ji, Xuejun Liao, Lawrence Carin
2004	—	`conf`	An M-ary KMP classifier for multi-aspect target classification. ICASSP (2) Xuejun Liao, Hui Li, Balaji Krishnapuram
2004	J	`jnl`	Application of the Theory of Optimal Experiments to Adaptive Electromagnetic-Induction Sensing of Buried Targets. IEEE Trans. Pattern Anal. Mach. Intell. Xuejun Liao, Lawrence Carin
2004	J	`jnl`	Detection of buried targets via active selection of labeled data: application to sensing subsurface UXO. IEEE Trans. Geosci. Remote. Sens. Yan Zhang, Xuejun Liao, Lawrence Carin
2003	—	`conf`	ICA with multiple quadratic constraints. ICASSP (5) Xuejun Liao, Lawrence Carin
2002	Misc	`conf`	ICA and PLS modeling for functional analysis and drug sensitivity for DNA microarray signals. ICASSP Xuejun Liao, Nilanjan Dasgupta, Simon M. Lin, Lawrence Carin
2001	Misc	`conf`	Identification of ground targets from sequential HRR radar signatures. ICASSP Xuejun Liao, Paul Runkle, Yan Jiao, Lawrence Carin
2000	J	`jnl`	Radar Target Recognition Based on Parameterized High Resolution Range Profiles. Int. J. Pattern Recognit. Artif. Intell. Xuejun Liao, Zheng Bao