| On early stopping in gradient descent learning Y Yao, L Rosasco, A Caponnetto Constructive Approximation 26 (2), 289-315, 2007 | 1336 | 2007 |
| Statistical ranking and combinatorial Hodge theory X Jiang, LH Lim, Y Yao, Y Ye Mathematical programming 127 (1), 203-244, 2011 | 458 | 2011 |
| Mercer’s theorem, feature maps, and smoothing HQ Minh, P Niyogi, Y Yao Learning Theory: 19th Annual Conference on Learning Theory (COLT 2006), 154-168, 2006 | 289 | 2006 |
| Online learning algorithms S Smale, Y Yao Foundations of computational mathematics 6 (2), 145-170, 2006 | 195 | 2006 |
| Topological methods for exploring low-density states in biomolecular folding pathways Y Yao, J Sun, X Huang, GR Bowman, G Singh, M Lesnick, LJ Guibas, ... The Journal of chemical physics 130 (14), 04B614, 2009 | 166 | 2009 |
| Combining flat and structured representations for fingerprint classification with recursive neural networks and support vector machines Y Yao, GL Marcialis, M Pontil, P Frasconi, F Roli Pattern Recognition 36 (2), 397-406, 2003 | 165 | 2003 |
| Simulating human saccadic scanpaths on natural images W Wang, C Chen, Y Wang, T Jiang, F Fang, Y Yao CVPR 2011, 441-448, 2011 | 144 | 2011 |
| Cross-validation based adaptation for regularization operators in learning theory A Caponnetto, Y Yao Analysis and Applications 8 (02), 161-183, 2010 | 129* | 2010 |
| Online learning as stochastic approximation of regularization paths: optimality and almost-sure convergence P Tarres, Y Yao IEEE Transactions on Information Theory 60 (9), 5716-5735, 2014 | 117* | 2014 |
| Structural insight into RNA hairpin folding intermediates GR Bowman, X Huang, Y Yao, J Sun, G Carlsson, LJ Guibas, VS Pande Journal of the American Chemical Society 130 (30), 9676-9678, 2008 | 113 | 2008 |
| Interestingness prediction by robust learning to rank Y Fu, TM Hospedales, T Xiang, S Gong, Y Yao European Conference on Computer Vision (ECCV), 488-503, 2014 | 112 | 2014 |
| Fingerprint classification with combinations of support vector machines Y Yao, P Frasconi, M Pontil Audio-and Video-Based Biometric Person Authentication: Third International …, 2001 | 111 | 2001 |
| Global Convergence of Block Coordinate Descent in Deep Learning J Zeng, TTK Lau, S Lin, Y Yao Proceedings of the 36th International Conference on Machine Learning (ICML …, 2019 | 102 | 2019 |
| HodgeRank on random graphs for subjective video quality assessment Q Xu, Q Huang, T Jiang, B Yan, W Lin, Y Yao IEEE Transactions on Multimedia 14 (3), 844-857, 2012 | 90 | 2012 |
| Constructing multi-resolution Markov State Models (MSMs) to elucidate RNA hairpin folding mechanisms X Huang, Y Yao, GR Bowman, J Sun, LJ Guibas, G Carlsson, VS Pande Pacific Symposium on Biocomputing, 228-239, 2010 | 84 | 2010 |
| Sparse recovery via differential inclusions S Osher, F Ruan, J Xiong, Y Yao, W Yin Applied and Computational Harmonic Analysis 41 (2), 436-469, 2016 | 81 | 2016 |
| Discerning Tactical Patterns for Professional Soccer Teams: An Enhanced Topic Model with Applications Q Wang, H Zhu, W Hu, Z Shen, Y Yao Proceedings of the 21th ACM SIGKDD International Conference on Knowledge …, 2015 | 81 | 2015 |
| Online crowdsourcing subjective image quality assessment Q Xu, Q Huang, Y Yao Proceedings of the 20th ACM international conference on Multimedia, 359-368, 2012 | 76 | 2012 |
| Hierarchical Nyström methods for constructing Markov state models for conformational dynamics Y Yao, RZ Cui, GR Bowman, DA Silva, J Sun, X Huang The Journal of chemical physics 138 (17), 05B602_1, 2013 | 67 | 2013 |
| Robust subjective visual property prediction from crowdsourced pairwise labels Y Fu, T Hospedales, T Xiang, J Xiong, S Gong, Y Wang, Y Yao IEEE Transactions on Pattern Analysis and Machine Intelligence 38 (3), 563-577, 2016 | 63 | 2016 |
Jiechao XiongTencent AI Lab在 tencent.com 的电子邮件经过验证