| Bayesian compressive sensing S Ji, Y Xue, L Carin Signal Processing, IEEE Transactions on 56 (6), 2346-2356, 2008 | 2734 | 2008 |
| Multi-task learning for classification with Dirichlet process priors Y Xue, X Liao, L Carin, B Krishnapuram The Journal of Machine Learning Research 8, 35-63, 2007 | 699 | 2007 |
| 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 | 250 | 2005 |
| On semi-supervised classification B Krishnapuram, D Williams, Y Xue, L Carin, M Figueiredo, AJ Hartemink Advances in neural information processing systems, 721-728, 2004 | 166 | 2004 |
| On classification with incomplete data D Williams, X Liao, Y Xue, L Carin, B Krishnapuram Pattern Analysis and Machine Intelligence, IEEE Transactions on 29 (3), 427-436, 2007 | 126 | 2007 |
| 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 | 88 | 2005 |
| The matrix stick-breaking process DB Dunson, Y Xue, L Carin Journal of the American Statistical Association 103 (481), 2008 | 84 | 2008 |
| p-PIC: Parallel power iteration clustering for big data W Yan, U Brahmakshatriya, Y Xue, M Gilder, B Wise Journal of Parallel and Distributed Computing 73 (3), 352-359, 2013 | 72 | 2013 |
| No fat, no sugar, no salt... no problem? Prevalence of “low-content” nutrient claims and their associations with the nutritional profile of food and beverage purchases in the … LS Taillie, SW Ng, Y Xue, E Busey, M Harding Journal of the Academy of Nutrition and Dietetics 117 (9), 1366-1374. e6, 2017 | 55 | 2017 |
| The matrix stick-breaking process for flexible multi-task learning Y Xue, D Dunson, L Carin Proceedings of the 24th international conference on Machine learning, 1063-1070, 2007 | 39 | 2007 |
| Gaussian process for long-term time-series forecasting W Yan, H Qiu, Y Xue Neural Networks, 2009. IJCNN 2009. International Joint Conference on, 3420-3427, 2009 | 32 | 2009 |
| Adaptive foveal sensor for target tracking Y Xue, D Morrell Signals, Systems and Computers, 2002. Conference Record of the Thirty-Sixth …, 2002 | 28 | 2002 |
| Target tracking and data fusion using multiple adaptive foveal sensors Y Xue, D Morrell Proceedings of the Sixth International Conference of Information Fusion 1 …, 2003 | 24 | 2003 |
| Deal or no deal? The prevalence and nutritional quality of price promotions among US food and beverage purchases LS Taillie, SW Ng, Y Xue, M Harding Appetite 117, 365-372, 2017 | 20 | 2017 |
| Classification with imperfect labels for fault prediction Y Xue, DP Williams, H Qiu Proceedings of the First International Workshop on Data Mining for Service …, 2011 | 16 | 2011 |
| Active learning of features and labels B Krishnapuram, D Williams, Y Xue, L Carin, MAT Figueiredo, ... Workshop on learning with multiple views at the 22nd International …, 2005 | 15 | 2005 |
| Multitask classification by learning the task relevance J Fang, S Ji, Y Xue, L Carin Signal Processing Letters, IEEE 15, 593-596, 2008 | 11 | 2008 |
| Learning multiple classifiers with Dirichlet process mixture priors Y Xue, X Liao, L Carin, B Krishnapuram Workshop on Open Problems and Challenges for Nonparametric Bayesian Methods …, 2005 | 7 | 2005 |
| Multi-task learning for underwater object classification JR Stack, F Crosby, RJ McDonald, Y Xue, L Carin Proc. SPIE Defense & Security Symp 6553, 65530N_1-65530N_10, 2007 | 6 | 2007 |
| Image congealing via efficient feature selection. Y Xue, X Liu WACV, 185-192, 2012 | 5 | 2012 |
