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All publications by Heng Huang
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Robust Distance Metric Learning via Simultaneous L1-Norm Minimization and Maximization
Hua Wang, Feiping Nie and Heng Huang
Proceedings of the 31st International Conference on Machine Learning (ICML-14), 2014


Optimal Mean Robust Principal Component Analysis
Feiping Nie, Jianjun Yuan and Heng Huang
Proceedings of the 31st International Conference on Machine Learning (ICML-14), 2014


Linear Time Solver for Primal SVM
Feiping Nie, Yizhen Huang and Heng Huang
Proceedings of the 31st International Conference on Machine Learning (ICML-14), 2014


Multi-View Clustering and Feature Learning via Structured Sparsity
Hua Wang, Feiping Nie and Heng Huang
Proceedings of the 30th International Conference on Machine Learning (ICML-13), 2013


Robust and Discriminative Self-Taught Learning
Hua Wang, Feiping Nie and Heng Huang
Proceedings of the 30th International Conference on Machine Learning (ICML-13), 2013


Forging The Graphs: A Low Rank and Positive Semidefinite Graph Learning Approach
Dijun Luo, Heng Huang, Feiping Nie and Chris H. Ding
Advances in Neural Information Processing Systems 25, 2012


High-Order Multi-Task Feature Learning to Identify Longitudinal Phenotypic Markers for Alzheimer's Disease Progression Prediction
Hua Wang, Feiping Nie, Heng Huang, Jingwen Yan, Sungeun Kim, Shannon Risacher, Andrew Saykin and Li Shen
Advances in Neural Information Processing Systems 25, 2012


An Iterative Locally Linear Embedding Algorithm
Deguang Kong, Chris H. Ding, Heng Huang and Feiping Nie
Proceedings of the 29th International Conference on Machine Learning (ICML-12), 2012


Maximum Margin Multi-Instance Learning
Hua Wang, Heng Huang, Farhad Kamangar, Feiping Nie and Chris H. Ding
Advances in Neural Information Processing Systems 24, 2011


Cauchy Graph Embedding
Dijun Luo, Feiping Nie, Heng Huang and Chris H. Ding
Proceedings of the 28th International Conference on Machine Learning (ICML-11), 2011


Efficient and Robust Feature Selection via Joint ℓ2,1-Norms Minimization
Feiping Nie, Heng Huang, Xiao Cai and Chris H. Ding
Advances in Neural Information Processing Systems 23, 2010