“PSVM: Parallel Support Vector Machines with Incomplete Cholesky Factorization”, Edward Y. Chang, Hongjie Bai, Kaihua Zhu, Hao Wang, Jian Li, Zhihuan Qiu, Scaling Up Machine Learning, 2010.
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“Parallel Spectral Clustering in Distributed Systems”, Wen-Yen Chen, Yangqiu Song, Hongjie Bai, Chih-Jen Lin, Edward Y. Chang, IEEE Transactions on Pattern Analysis and Machine Intelligence (2010).
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“Collaborative Filtering for Orkut Communities: Discovery of User Latent Behavior”, Wen-Yen Chen, Jon Chu, Junyi Luan, Hongjie Bai, Edward Chang, 18th International Conference on World Wide Web (WWW), 2009, pp. 681-690.
[abstract] [search]
“Parallel algorithms for mining large-scale rich-media data”, Edward Y. Chang, Hongjie Bai, Kaihua Zhu, MM '09: Proceedings of the seventeen ACM international conference on Multimedia, 2009, pp. 917-918.
[doi.acm.org] [search]
“Parallel Spectral Clustering”, Yangqiu Song, Wen-Yen Chen, Hongjie Bai, Chih-Jen Lin, Edward Chang, European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD), 2008, pp. 374-389.
[abstract] [pdf] [search]
“Parallel Approximate Matrix Factorization for Kernel Methods”, Kaihua Zhu, Hang Cui, Hongjie Bai, Jian Li, Zhihuan Qiu, Hao Wang, Hui Xu, Edward Y. Chang, IEEE International Conference on Multimedia and Expo(ICME), 2007.
[ieeexplore.ieee.org] [search]
“Parallelizing Support Vector Machines on Distributed Computers”, Edward Y. Chang, Kaihua Zhu, Hao Wang, Hongjie Bai, Jian Li, Zhihuan Qiu, Hang Cui, Neural Information Processing Systems (NIPS), 2007.
[abstract] [books.nips.cc] [pdf] [search]
“Collaborative filtering for orkut communities: discovery of user latent behavior”, Wen-Yen Chen, Jon-Chyuan Chu, Junyi Luan, Hongjie Bai, Yi Wang, Edward Y. Chang, WWW '09: Proceedings of the 18th international conference on World wide web, 2009, pp. 681-690.
[doi.acm.org] [search]
“PLDA: Parallel Latent Dirichlet Allocation for Large-Scale Applications”, Yi Wang, Hongjie Bai, Matt Stanton, Wen-Yen Chen, Edward Y. Chang, AAIM '09: Proceedings of the 5th International Conference on Algorithmic Aspects in Information and Management, 2009, pp. 301-314.
[doi] [search]
“Parallel Spectral Clustering”, Yangqiu Song, Wen-Yen Chen, Hongjie Bai, Chih-Jen Lin, Edward Y. Chang, ECML PKDD '08: Proceedings of the European conference on Machine Learning and Knowledge Discovery in Databases - Part II, 2008, pp. 374-389.
[doi] [search]