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All publications by Yi Zhang
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Deep Visual Analogy-Making
Scott E. Reed, Yi Zhang, Yuting Zhang and Honglak Lee
Advances in Neural Information Processing Systems 28, 2015


Maximum Margin Output Coding
Yi Zhang and Jeff G. Schneider
Proceedings of the 29th International Conference on Machine Learning (ICML-12), 2012


A Composite Likelihood View for Multi-Label Classification
Yi Zhang and Jeff Schneider
Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics (AISTATS-12), 2012


Multi-Label Output Codes using Canonical Correlation Analysis
Yi Zhang and Jeff G. Schneider
Proceedings of the Fourteenth International Conference on Artificial Intelligence and Statistics (AISTATS-11), 2011


Projection Penalties: Dimension Reduction without Loss
Yi Zhang and Jeff G. Schneider
Proceedings of the 27th International Conference on Machine Learning (ICML-10), 2010


Learning Multiple Tasks with a Sparse Matrix-Normal Penalty
Yi Zhang and Jeff G. Schneider
Advances in Neural Information Processing Systems 23, 2010


Learning the Semantic Correlation: An Alternative Way to Gain from Unlabeled Text
Yi Zhang, Artur Dubrawski and Jeff G. Schneider
Advances in Neural Information Processing Systems 21, 2008


Ensemble Pruning Via Semi-definite Programming
Yi Zhang, Samuel Burer and W. N. Street
Journal of Machine Learning Research, 2006


Exploration and Exploitation in Adaptive Filtering Based on Bayesian Active Learning
Yi Zhang, Wei Xu and James P. Callan
Proceedings of the 20th International Conference on Machine Learning (ICML-03), 2003