Proceedings of the 26th Annual International Conference on Machine Learning - ICML '09
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9781605585161

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Prototype vector machine for large scale semi-supervised learning

Proceedings of the 26th Annual International Conference on Machine Learning - ICML '09 ◽

10.1145/1553374.1553531 ◽

2009 ◽

Author(s):

Kai Zhang ◽

James T. Kwok ◽

Bahram Parvin

Keyword(s):

Supervised Learning ◽

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Hoeffding and Bernstein races for selecting policies in evolutionary direct policy search

Proceedings of the 26th Annual International Conference on Machine Learning - ICML '09 ◽

10.1145/1553374.1553426 ◽

2009 ◽

Author(s):

Verena Heidrich-Meisner ◽

Christian Igel

Keyword(s):

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Incorporating domain knowledge into topic modeling via Dirichlet Forest priors

Proceedings of the 26th Annual International Conference on Machine Learning - ICML '09 ◽

10.1145/1553374.1553378 ◽

2009 ◽

Author(s):

David Andrzejewski ◽

Xiaojin Zhu ◽

Mark Craven

Keyword(s):

Topic Modeling ◽

Domain Knowledge

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Robust feature extraction via information theoretic learning

Proceedings of the 26th Annual International Conference on Machine Learning - ICML '09 ◽

10.1145/1553374.1553526 ◽

2009 ◽

Author(s):

Xiao-Tong Yuan ◽

Bao-Gang Hu

Keyword(s):

Feature Extraction ◽

Information Theoretic ◽

Information Theoretic Learning ◽

Robust Feature Extraction

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Optimized expected information gain for nonlinear dynamical systems

Proceedings of the 26th Annual International Conference on Machine Learning - ICML '09 ◽

10.1145/1553374.1553387 ◽

2009 ◽

Author(s):

Alberto Giovanni Busetto ◽

Cheng Soon Ong ◽

Joachim M. Buhmann

Keyword(s):

Dynamical Systems ◽

Nonlinear Dynamical Systems ◽

Information Gain ◽

Nonlinear Dynamical ◽

Expected Information ◽

Expected Information Gain

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Compositional noisy-logical learning

Proceedings of the 26th Annual International Conference on Machine Learning - ICML '09 ◽

10.1145/1553374.1553528 ◽

2009 ◽

Author(s):

Alan Yuille ◽

Songfeng Zheng

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Learning linear dynamical systems without sequence information

Proceedings of the 26th Annual International Conference on Machine Learning - ICML '09 ◽

10.1145/1553374.1553430 ◽

2009 ◽

Author(s):

Tzu-Kuo Huang ◽

Jeff Schneider

Keyword(s):

Dynamical Systems ◽

Sequence Information ◽

Linear Dynamical Systems

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Supervised learning from multiple experts

Proceedings of the 26th Annual International Conference on Machine Learning - ICML '09 ◽

10.1145/1553374.1553488 ◽

2009 ◽

Author(s):

Vikas C. Raykar ◽

Shipeng Yu ◽

Linda H. Zhao ◽

Anna Jerebko ◽

Charles Florin ◽

...

Keyword(s):

Supervised Learning ◽

Multiple Experts

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Curriculum learning

Proceedings of the 26th Annual International Conference on Machine Learning - ICML '09 ◽

10.1145/1553374.1553380 ◽

2009 ◽

Author(s):

Yoshua Bengio ◽

Jérôme Louradour ◽

Ronan Collobert ◽

Jason Weston

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Domain adaptation from multiple sources via auxiliary classifiers

Proceedings of the 26th Annual International Conference on Machine Learning - ICML '09 ◽

10.1145/1553374.1553411 ◽

2009 ◽

Author(s):

Lixin Duan ◽

Ivor W. Tsang ◽

Dong Xu ◽

Tat-Seng Chua

Keyword(s):

Domain Adaptation ◽

Multiple Sources

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