Yi Zhang

According to our database, Yi Zhang authored at least 14 papers between 2006 and 2012.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2012

Learning with Limited Supervision by Input and Output Coding.

Yi Zhang

PhD thesis, 2012

A Composite Likelihood View for Multi-Label Classification.

Yi Zhang, Jeff G. Schneider

Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics, 2012

Maximum Margin Output Coding.

Yi Zhang, Jeff G. Schneider

Proceedings of the 29th International Conference on Machine Learning, 2012

2011

Multi-Label Output Codes using Canonical Correlation Analysis.

Yi Zhang, Jeff G. Schneider

Proceedings of the Fourteenth International Conference on Artificial Intelligence and Statistics, 2011

2010

Learning Compressible Models.

Yi Zhang, Jeff G. Schneider, Artur Dubrawski

Proceedings of the SIAM International Conference on Data Mining, 2010

Learning Multiple Tasks with a Sparse Matrix-Normal Penalty.

Yi Zhang, Jeff G. Schneider

Proceedings of the Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, 2010

Projection Penalties: Dimension Reduction without Loss.

Yi Zhang, Jeff G. Schneider

Proceedings of the 27th International Conference on Machine Learning (ICML-10), 2010

Multi-Task Active Learning with Output Constraints.

Yi Zhang

Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010

2009

Smart PCA.

Yi Zhang

Proceedings of the IJCAI 2009, 2009

2008

Learning the Semantic Correlation: An Alternative Way to Gain from Unlabeled Text.

Yi Zhang, Jeff G. Schneider, Artur Dubrawski

Proceedings of the Advances in Neural Information Processing Systems 21, 2008

2007

Collective Behavior of a Small-World Recurrent Neural System With Scale-Free Distribution.

Zhidong Deng, Yi Zhang

IEEE Trans. Neural Networks, 2007

Concept Sampling: Towards Systematic Selection in Large-Scale Mixed Concepts in Machine Learning.

Yi Zhang, Xiaoming Jin

Proceedings of the IJCAI 2007, 2007

2006

An automatic construction and organization strategy for ensemble learning on data streams.

Yi Zhang, Xiaoming Jin

SIGMOD Rec., 2006

Complex Systems Modeling Using Scale-Free Highly-Clustered Echo State Network.

Zhidong Deng, Yi Zhang

Proceedings of the International Joint Conference on Neural Networks, 2006