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All publications by Peng Sun
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A Convergence Rate Analysis for LogitBoost, MART and Their Variant
Peng Sun, Tong Zhang and Jie Zhou
Proceedings of the 31st International Conference on Machine Learning (ICML-14), 2014


Saving Evaluation Time for the Decision Function in Boosting: Representation and Reordering Base Learner
Peng Sun and Jie Zhou
Proceedings of the 30th International Conference on Machine Learning (ICML-13), 2013


AOSO-LogitBoost: Adaptive One-Vs-One LogitBoost for Multi-Class Problem
Peng Sun, Jie Zhou and Mark D. Reid
Proceedings of the 29th International Conference on Machine Learning (ICML-12), 2012


The Convexity and Design of Composite Multiclass Losses
Peng Sun, Mark D. Reid and Robert C. Williamson
Proceedings of the 29th International Conference on Machine Learning (ICML-12), 2012


Bias and variance in value function estimation
Shie Mannor, Duncan Simester, Peng Sun and John N. Tsitsiklis
Proceedings of the 21st International Conference on Machine Learning (ICML-04), 2004