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Xuejun Liao
Tytuł
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Multi-Task Learning for Classification with Dirichlet Process Priors.
Y Xue, X Liao, L Carin, B Krishnapuram
Journal of Machine Learning Research 8 (1), 2007
7092007
Coded aperture compressive temporal imaging
P Llull, X Liao, X Yuan, J Yang, D Kittle, L Carin, G Sapiro, DJ Brady
Optics express 21 (9), 10526-10545, 2013
5122013
Logistic regression with an auxiliary data source
X Liao, Y Xue, L Carin
Proceedings of the 22nd international conference on Machine learning, 505-512, 2005
2542005
Video compressive sensing using Gaussian mixture models
J Yang, X Yuan, X Liao, P Llull, DJ Brady, G Sapiro, L Carin
IEEE Transactions on Image Processing 23 (11), 4863-4878, 2014
2432014
Compressive sensing by learning a Gaussian mixture model from measurements
J Yang, X Liao, X Yuan, P Llull, DJ Brady, G Sapiro, L Carin
IEEE Transactions on Image Processing 24 (1), 106-119, 2014
2172014
Generalized Alternating Projection for Weighted- Minimization with Applications to Model-Based Compressive Sensing
X Liao, H Li, L Carin
SIAM Journal on Imaging Sciences 7 (2), 797-823, 2014
1832014
Identification of ground targets from sequential high-range-resolution radar signatures
X Liao, P Runkle, L Carin
IEEE Transactions on Aerospace and Electronic systems 38 (4), 1230-1242, 2002
1792002
Semi-supervised multitask learning
Q Liu, X Liao, L Carin
Advances in Neural Information Processing Systems 20, 2007
1502007
Low-cost compressive sensing for color video and depth
X Yuan, P Llull, X Liao, J Yang, DJ Brady, G Sapiro, L Carin
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2014
1372014
On classification with incomplete data
D Williams, X Liao, Y Xue, L Carin, B Krishnapuram
IEEE transactions on pattern analysis and machine intelligence 29 (3), 427-436, 2007
1342007
Circularly integrated bispectra: Novel shift invariant features for high-resolution radar target recognition
Liao, Bao
Electronics letters 34 (19), 1879-1880, 1998
1011998
Multi-task Reinforcement Learning in Partially Observable Stochastic Environments.
H Li, X Liao, L Carin
Journal of Machine Learning Research 10 (5), 2009
952009
Active learning for detection of mine-like objects in side-scan sonar imagery
E Dura, Y Zhang, X Liao, GJ Dobeck, L Carin
IEEE Journal of Oceanic Engineering 30 (2), 360-371, 2005
952005
Incomplete-data classification using logistic regression
D Williams, X Liao, Y Xue, L Carin
Proceedings of the 22nd International Conference on Machine learning, 972-979, 2005
912005
Detection of buried targets via active selection of labeled data: Application to sensing subsurface UXO
Y Zhang, X Liao, L Carin
IEEE Transactions on Geoscience and Remote Sensing 42 (11), 2535-2543, 2004
822004
Variational Gaussian copula inference
S Han, X Liao, D Dunson, L Carin
Artificial Intelligence and Statistics, 829-838, 2016
712016
Adaptive temporal compressive sensing for video
X Yuan, J Yang, P Llull, X Liao, G Sapiro, DJ Brady, L Carin
2013 IEEE International Conference on Image Processing, 14-18, 2013
702013
Application of the theory of optimal experiments to adaptive electromagnetic-induction sensing of buried targets
X Liao, L Carin
IEEE Transactions on Pattern Analysis and Machine Intelligence 26 (8), 961-972, 2004
702004
On the aspect sensitivity of high resolution range profiles and its reduction methods
X Liao, Z Bao, M Xing
Record of the IEEE 2000 International Radar Conference [Cat. No. 00CH37037 …, 2000
692000
Detection of unexploded ordnance via efficient semisupervised and active learning
Q Liu, X Liao, L Carin
IEEE Transactions on Geoscience and Remote Sensing 46 (9), 2558-2567, 2008
682008
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