| Slicing: A new approach for privacy preserving data publishing T Li, N Li, J Zhang, I Molloy IEEE transactions on knowledge and data engineering 24 (3), 561-574, 2010 | 420 | 2010 |
| Topic-conditioned novelty detection Y Yang, J Zhang, J Carbonell, C Jin Proceedings of the eighth ACM SIGKDD international conference on Knowledge …, 2002 | 355 | 2002 |
| A scalability analysis of classifiers in text categorization Y Yang, J Zhang, B Kisiel Proceedings of the 26th annual international ACM SIGIR conference on …, 2003 | 258 | 2003 |
| Blockwise coordinate descent procedures for the multi-task lasso, with applications to neural semantic basis discovery H Liu, M Palatucci, J Zhang Proceedings of the 26th annual international conference on machine learning …, 2009 | 228 | 2009 |
| A probabilistic model for online document clustering with application to novelty detection J Zhang, Z Ghahramani, Y Yang Advances in neural information processing systems 17, 2004 | 192 | 2004 |
| Modified logistic regression: An approximation to SVM and its applications in large-scale text categorization J Zhang, R Jin, Y Yang, A Hauptmann Carnegie Mellon University, 2003 | 182 | 2003 |
| Learning multiple related tasks using latent independent component analysis J Zhang, Z Ghahramani, Y Yang Advances in neural information processing systems 18, 2005 | 165 | 2005 |
| A discriminative learning framework with pairwise constraints for video object classification R Yan, J Zhang, J Yang, AG Hauptmann IEEE transactions on pattern analysis and machine intelligence 28 (4), 578-593, 2006 | 139 | 2006 |
| Flexible latent variable models for multi-task learning J Zhang, Z Ghahramani, Y Yang Machine Learning 73, 221-242, 2008 | 125 | 2008 |
| Robustness of regularized linear classification methods in text categorization J Zhang, Y Yang Proceedings of the 26th annual international ACM SIGIR conference on …, 2003 | 117 | 2003 |
| Modeling and integrating background knowledge in data anonymization T Li, N Li, J Zhang 2009 IEEE 25th International Conference on Data Engineering, 6-17, 2009 | 108 | 2009 |
| Estimation consistency of the group lasso and its applications H Liu, J Zhang Artificial Intelligence and Statistics, 376-383, 2009 | 83 | 2009 |
| Robustness of adaptive filtering methods in a cross-benchmark evaluation Y Yang, S Yoo, J Zhang, B Kisiel Proceedings of the 28th annual international ACM SIGIR conference on …, 2005 | 61 | 2005 |
| Multiple instance learning on structured data D Zhang, Y Liu, L Si, J Zhang, R Lawrence Advances in Neural Information Processing Systems 24, 2011 | 60 | 2011 |
| Multi-class learning by smoothed boosting R Jin, J Zhang Machine learning 67, 207-227, 2007 | 45 | 2007 |
| A faster iterative scaling algorithm for conditional exponential model R Jin, R Yan, J Zhang, AG Hauptmann Proceedings of the 20th International Conference on Machine Learning (ICML …, 2003 | 45 | 2003 |
| A probabilistic framework for multi-task learning J Zhang Carnegie Mellon University, Language Technologies Institute, School of …, 2006 | 43 | 2006 |
| The group Dantzig selector H Liu, J Zhang, X Jiang, J Liu Proceedings of the Thirteenth International Conference on Artificial …, 2010 | 38 | 2010 |
| Probabilistic score estimation with piecewise logistic regression J Zhang, Y Yang Proceedings of the twenty-first international conference on Machine learning …, 2004 | 34 | 2004 |
| On the value of pairwise constraints in classification and consistency J Zhang, R Yan Proceedings of the 24th international conference on Machine learning, 1111-1118, 2007 | 32 | 2007 |
