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All publications by Shih-fu Chang
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Circulant Binary Embedding
Felix Yu, Sanjiv Kumar, Yunchao Gong and Shih-fu Chang
Proceedings of the 31st International Conference on Machine Learning (ICML-14), 2014


Discrete Graph Hashing
Wei Liu, Cun Mu, Sanjiv Kumar and Shih-fu Chang
Advances in Neural Information Processing Systems 27, 2014


$\propto$SVM for Learning with Label Proportions
Felix Yu, Dong Liu, Sanjiv Kumar, Jebara Tony and Shih-fu Chang
Proceedings of the 30th International Conference on Machine Learning (ICML-13), 2013


Analyzing the Harmonic Structure in Graph-Based Learning
Xiao-ming Wu, Zhenguo Li and Shih-fu Chang
Advances in Neural Information Processing Systems 26, 2013


Learning with Partially Absorbing Random Walks
Xiao-ming Wu, Zhenguo Li, Anthony M. So, John Wright and Shih-fu Chang
Advances in Neural Information Processing Systems 25, 2012


Compact Hyperplane Hashing with Bilinear Functions
Wei Liu, Jun Wang, Yadong Mu, Sanjiv Kumar and Shih-fu Chang
Proceedings of the 29th International Conference on Machine Learning (ICML-12), 2012


On the Difficulty of Nearest Neighbor Search
Junfeng He, Sanjiv Kumar and Shih-fu Chang
Proceedings of the 29th International Conference on Machine Learning (ICML-12), 2012


Hashing with Graphs
Wei Liu, Jun Wang, Sanjiv Kumar and Shih-fu Chang
Proceedings of the 28th International Conference on Machine Learning (ICML-11), 2011


Sequential Projection Learning for Hashing with Compact Codes
Jun Wang, Sanjiv Kumar and Shih-fu Chang
Proceedings of the 27th International Conference on Machine Learning (ICML-10), 2010


Large Graph Construction for Scalable Semi-Supervised Learning
Wei Liu, Junfeng He and Shih-fu Chang
Proceedings of the 27th International Conference on Machine Learning (ICML-10), 2010


Graph construction and {\it b}-matching for semi-supervised learning
Tony Jebara, Jun Wang and Shih-fu Chang
Proceedings of the 26th International Conference on Machine Learning (ICML-09), 2009


Graph transduction via alternating minimization
Jun Wang, Tony Jebara and Shih-fu Chang
Proceedings of the 25th International Conference on Machine Learning (ICML-08), 2008