Hongjie Bai
Co-Authors
Google Publications
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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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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, Cambridge University Press (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), ACM (2009), pp. 681-690
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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, ACM, New York, NY, USA (2009), pp. 917-918
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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), Springer (2008), pp. 374-389
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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)
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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)
Previous Publications
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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, ACM, New York, NY, USA (2009), pp. 681-690
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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, Springer-Verlag, Berlin, Heidelberg (2009), pp. 301-314
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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, Springer-Verlag, Berlin, Heidelberg (2008), pp. 374-389

