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All publications by Steven C. Hoi
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Fast Bounded Online Gradient Descent Algorithms for Scalable Kernel-Based Online Learning
Peilin Zhao, Jialei Wang, Pengcheng Wu, Rong Jin and Steven C. Hoi
Proceedings of the 29th International Conference on Machine Learning (ICML-12), 2012


Exact Soft Confidence-Weighted Learning
Jialei Wang, Peilin Zhao and Steven C. Hoi
Proceedings of the 29th International Conference on Machine Learning (ICML-12), 2012


On-Line Portfolio Selection with Moving Average Reversion
Bin Li and Steven C. Hoi
Proceedings of the 29th International Conference on Machine Learning (ICML-12), 2012


Online AUC Maximization
Peilin Zhao, Rong Jin, Tianbao Yang and Steven C. Hoi
Proceedings of the 28th International Conference on Machine Learning (ICML-11), 2011


OTL: A Framework of Online Transfer Learning
Peilin Zhao and Steven C. Hoi
Proceedings of the 27th International Conference on Machine Learning (ICML-10), 2010


SimpleNPKL: simple non-parametric kernel learning
Jinfeng Zhuang, Ivor W. Tsang and Steven C. Hoi
Proceedings of the 26th International Conference on Machine Learning (ICML-09), 2009


Learning Bregman Distance Functions and Its Application for Semi-Supervised Clustering
Lei Wu, Rong Jin, Steven C. Hoi, Jianke Zhu and Nenghai Yu
Advances in Neural Information Processing Systems 22, 2009


DUOL: A Double Updating Approach for Online Learning
Peilin Zhao, Steven C. Hoi and Rong Jin
Advances in Neural Information Processing Systems 22, 2009


Active kernel learning
Rong Jin and Steven C. Hoi
Proceedings of the 25th International Conference on Machine Learning (ICML-08), 2008