| Multi-Label Output Codes using Canonical Correlation Analysis. Y Zhang, JG Schneider AISTATS, 873-882, 2011 | 170 | 2011 |
| Collective behavior of a small-world recurrent neural system with scale-free distribution Z Deng, Y Zhang IEEE Transactions on Neural Networks 18 (5), 1364-1375, 2007 | 146 | 2007 |
| Learning multiple tasks with a sparse matrix-normal penalty Y Zhang, JG Schneider Advances in Neural Information Processing Systems, 2550-2558, 2010 | 140 | 2010 |
| Maximum margin output coding Y Zhang, J Schneider arXiv preprint arXiv:1206.6478, 2012 | 90 | 2012 |
| Multi-Task Active Learning with Output Constraints. Y Zhang AAAI, 2010 | 76 | 2010 |
| An automatic construction and organization strategy for ensemble learning on data streams Y Zhang, X Jin ACM SIGMOD Record 35 (3), 28-33, 2006 | 46 | 2006 |
| Complex systems modeling using scale-free highly-clustered echo state network Z Deng, Y Zhang The 2006 IEEE International Joint Conference on Neural Network Proceedings …, 2006 | 26 | 2006 |
| A Composite Likelihood View for Multi-Label Classification. Y Zhang, JG Schneider AISTATS, 1407-1415, 2012 | 18 | 2012 |
| Learning the semantic correlation: An alternative way to gain from unlabeled text Y Zhang, A Dubrawski, JG Schneider Advances in Neural Information Processing Systems, 1945-1952, 2009 | 17 | 2009 |
| Projection penalties: dimension reduction without loss Y Zhang, JG Schneider Proceedings of the 27th International Conference on Machine Learning (ICML …, 2010 | 15 | 2010 |
| Learning compressible models Y Zhang, J Schneider, A Dubrawski Proceedings of the 2010 SIAM International Conference on Data Mining, 872-881, 2010 | 7 | 2010 |
| Identifying biological pathways via phase decomposition and profile extraction Y Zhang, Z Deng Comput Syst Bioinformatics Conf 5, 269-280, 2006 | 1 | 2006 |
| Machine Learning Department Carnegie Mellon University yizhang1@ cs. cmu. edu Y Zhang | | 2009 |
| Concept Sampling: Towards Systematic Selection in Large-Scale Mixed Concepts in Machine Learning. Y Zhang, X Jin IJCAI, 1150-1155, 2007 | | 2007 |
