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All publications by Binbin Lin
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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


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


A Simple Algorithm for Semi-supervised Learning with Improved Generalization Error Bound
Ming Ji, Tianbao Yang, Binbin Lin, Rong Jin and Jiawei Han
Proceedings of the 29th International Conference on Machine Learning (ICML-12), 2012


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