Complex Systems Modeling Using Scale-Free Highly-Clustered Echo State Network. - Zhidong Deng; Yi Zhang 010 (IJCNN, 2006)

An automatic construction and organization strategy for ensemble learning on data streams. - Yi Zhang 010; Xiaoming Jin (SIGMOD Rec., 2006)

Concept Sampling: Towards Systematic Selection in Large-Scale Mixed Concepts in Machine Learning. - Yi Zhang 010; Xiaoming Jin (IJCAI, 2007)

Collective Behavior of a Small-World Recurrent Neural System With Scale-Free Distribution. - Zhidong Deng; Yi Zhang 010 (IEEE Trans. Neural Networks, 2007)

Learning the Semantic Correlation: An Alternative Way to Gain from Unlabeled Text. - Yi Zhang 010; Jeff G. Schneider; Artur Dubrawski (NIPS, 2008)

Smart PCA. - Yi Zhang 010 (IJCAI, 2009)

Multi-Task Active Learning with Output Constraints. - Yi Zhang 010 (AAAI, 2010)

Projection Penalties: Dimension Reduction without Loss. - Yi Zhang 010; Jeff G. Schneider (ICML, 2010)

Learning Multiple Tasks with a Sparse Matrix-Normal Penalty. - Yi Zhang 010; Jeff G. Schneider (NIPS, 2010)

Learning Compressible Models. - Yi Zhang 010; Jeff G. Schneider; Artur Dubrawski (SDM, 2010)

Multi-Label Output Codes using Canonical Correlation Analysis. - Yi Zhang 010; Jeff G. Schneider (AISTATS, 2011)

Maximum Margin Output Coding. - Yi Zhang 010; Jeff G. Schneider (ICML, 2012)

A Composite Likelihood View for Multi-Label Classification. - Yi Zhang 010; Jeff G. Schneider (AISTATS, 2012)

Learning with Limited Supervision by Input and Output Coding. - Yi Zhang 010 (2012)