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All publications by Peilin Zhao
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Adaptive Stochastic Alternating Direction Method of Multipliers
Peilin Zhao, Jinwei Yang, Tong Zhang and Ping Li
Proceedings of the 32nd International Conference on Machine Learning (ICML-15), 2015


Stochastic Optimization with Importance Sampling for Regularized Loss Minimization
Peilin Zhao and Tong Zhang
Proceedings of the 32nd International Conference on Machine Learning (ICML-15), 2015


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


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


Confidence Weighted Mean Reversion Strategy for On-Line Portfolio Selection
Bin Li, Steven Hoi, Peilin Zhao and Vivekanand Gopalkrishnan
Proceedings of the Fourteenth International Conference on Artificial Intelligence and Statistics (AISTATS-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


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