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All publications by Quanquan Gu
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Towards a Lower Sample Complexity for Robust One-bit Compressed Sensing
Rongda Zhu and Quanquan Gu
Proceedings of the 32nd International Conference on Machine Learning (ICML-15), 2015


High Dimensional EM Algorithm: Statistical Optimization and Asymptotic Normality
Zhaoran Wang, Quanquan Gu, Yang Ning and Han Liu
Advances in Neural Information Processing Systems 28, 2015


Sparse PCA with Oracle Property
Quanquan Gu, Zhaoran Wang and Han Liu
Advances in Neural Information Processing Systems 27, 2014


Robust Tensor Decomposition with Gross Corruption
Quanquan Gu, Huan Gui and Jiawei Han
Advances in Neural Information Processing Systems 27, 2014


Selective Labeling via Error Bound Minimization
Quanquan Gu, Tong Zhang, Jiawei Han and Chris H. Ding
Advances in Neural Information Processing Systems 25, 2012


Locality Preserving Feature Learning
Quanquan Gu, Marina Danilevsky, Zhenhui Li and Jiawei Han
Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics (AISTATS-12), 2012