| 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 | 610 | 2007 |
| 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 | 273 | 2013 |
| 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 | 214 | 2005 |
| 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 | 169 | 2002 |
| 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 | 146 | 2014 |
| 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 | 117 | 2014 |
| 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 | 108 | 2007 |
| 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 | 93 | 2014 |
| Circularly integrated bispectra: Novel shift invariant features for high-resolution radar target recognition X Liao, Z Bao Electronics letters 34 (19), 1879-1880, 1998 | 89 | 1998 |
| 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 | 88 | 2004 |
| Semisupervised multitask learning Q Liu, X Liao, HL Carin, JR Stack, L Carin IEEE transactions on pattern analysis and machine intelligence 31 (6), 1074-1086, 2008 | 82 | 2008 |
| 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 | 80 | 2014 |
| 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 | 72 | 2005 |
| 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 | 68 | 2004 |
| 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 | 67 | 2005 |
| 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 | 64 | 2008 |
| 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 | 63 | 2000 |
| Multi-task Reinforcement Learning in Partially Observable Stochastic Environments. H Li, X Liao, L Carin Journal of Machine Learning Research 10 (5), 2009 | 61 | 2009 |
| 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 | 56 | 2013 |
| Point-based policy iteration S Ji, R Parr, H Li, X Liao, L Carin AAAI, 1243-1249, 2007 | 56 | 2007 |
David J BradyJ. W. and H. M. Goodman Endowed Chair in Optical Sciences, University of ArizonaVerified email at arizona.edu
