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All publications by Zenglin Xu
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Exact and Stable Recovery of Pairwise Interaction Tensors
Shouyuan Chen, Michael R. Lyu, Irwin King and Zenglin Xu
Advances in Neural Information Processing Systems 26, 2013


Infinite Tucker Decomposition: Nonparametric Bayesian Models for Multiway Data Analysis
Zenglin Xu, Feng Yan and Alan Qi
Proceedings of the 29th International Conference on Machine Learning (ICML-12), 2012


Online Learning for Group Lasso
Haiqin Yang, Zenglin Xu, Irwin King and Michael R. Lyu
Proceedings of the 27th International Conference on Machine Learning (ICML-10), 2010


Simple and Efficient Multiple Kernel Learning by Group Lasso
Zenglin Xu, Rong Jin, Haiqin Yang, Irwin King and Michael R. Lyu
Proceedings of the 27th International Conference on Machine Learning (ICML-10), 2010


Non-monotonic feature selection
Zenglin Xu, Rong Jin, Jieping Ye, Michael R. Lyu and Irwin King
Proceedings of the 26th International Conference on Machine Learning (ICML-09), 2009


Adaptive Regularization for Transductive Support Vector Machine
Zenglin Xu, Rong Jin, Jianke Zhu, Irwin King, Michael Lyu and Zhirong Yang
Advances in Neural Information Processing Systems 22, 2009


Heavy-Tailed Symmetric Stochastic Neighbor Embedding
Zhirong Yang, Irwin King, Zenglin Xu and Erkki Oja
Advances in Neural Information Processing Systems 22, 2009


An Extended Level Method for Efficient Multiple Kernel Learning
Zenglin Xu, Rong Jin, Irwin King and Michael Lyu
Advances in Neural Information Processing Systems 21, 2008


Efficient Convex Relaxation for Transductive Support Vector Machine
Zenglin Xu, Rong Jin, Jianke Zhu, Irwin King and Michael Lyu
Advances in Neural Information Processing Systems 20, 2007