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All publications by Xiaofei He
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Geodesic Distance Function Learning via Heat Flow on Vector Fields
Binbin Lin, Ji Yang, Xiaofei He and Jieping Ye
Proceedings of the 31st International Conference on Machine Learning (ICML-14), 2014


O(logT) Projections for Stochastic Optimization of Smooth and Strongly Convex Functions
Lijun Zhang, Tianbao Yang, Rong Jin and Xiaofei He
Proceedings of the 30th International Conference on Machine Learning (ICML-13), 2013


Online Kernel Learning with a Near Optimal Sparsity Bound
Lijun Zhang, Jinfeng Yi, Rong Jin, Ming Lin and Xiaofei He
Proceedings of the 30th International Conference on Machine Learning (ICML-13), 2013


Multi-task Vector Field Learning
Binbin Lin, Sen Yang, Chiyuan Zhang, Jieping Ye and Xiaofei He
Advances in Neural Information Processing Systems 25, 2012


Semi-supervised Regression via Parallel Field Regularization
Binbin Lin, Chiyuan Zhang and Xiaofei He
Advances in Neural Information Processing Systems 24, 2011


Probabilistic dyadic data analysis with local and global consistency
Deng Cai, Xuanhui Wang and Xiaofei He
Proceedings of the 26th International Conference on Machine Learning (ICML-09), 2009


Statistical and computational analysis of locality preserving projection
Xiaofei He, Deng Cai and Wanli Min
Proceedings of the 22nd International Conference on Machine Learning (ICML-05), 2005


Tensor Subspace Analysis
Xiaofei He, Deng Cai and Partha Niyogi
Advances in Neural Information Processing Systems 18, 2005


Laplacian Score for Feature Selection
Xiaofei He, Deng Cai and Partha Niyogi
Advances in Neural Information Processing Systems 18, 2005


Locality Preserving Projections
Xiaofei He and Partha Niyogi
Advances in Neural Information Processing Systems 16, 2003