Yuan YAO
TitleCited byYear
On early stopping in gradient descent learning
Y Yao, L Rosasco, A Caponnetto
Constructive Approximation 26 (2), 289-315, 2007
3492007
Statistical ranking and combinatorial Hodge theory
X Jiang, LH Lim, Y Yao, Y Ye
Mathematical programming 127 (1), 203-244, 2011
2482011
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
1402006
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
1382003
Online learning algorithms
S Smale, Y Yao
Foundations of computational mathematics 6 (2), 145-170, 2006
1332006
Cross-validation based adaptation for regularization operators in learning theory
A Caponnetto, Y Yao
Analysis and Applications 8 (02), 161-183, 2010
94*2010
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
942008
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
912009
Fingerprint classification with combinations of support vector machines
Y Yao, P Frasconi, M Pontil
International Conference on Audio-and Video-Based Biometric Person …, 2001
872001
Simulating human saccadic scanpaths on natural images
W Wang, C Chen, Y Wang, T Jiang, F Fang, Y Yao
CVPR 2011, 441-448, 2011
752011
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
Biocomputing 2010, 228-239, 2010
602010
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
56*2014
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
502012
Online crowdsourcing subjective image quality assessment
Q Xu, Q Huang, Y Yao
Proceedings of the 20th ACM international conference on Multimedia, 359-368, 2012
492012
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
372014
On complexity issues of online learning algorithms
Y Yao
IEEE Transactions on Information Theory 56 (12), 6470-6481, 2010
37*2010
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
362013
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
352016
Random partial paired comparison for subjective video quality assessment via HodgeRank
Q Xu, T Jiang, Y Yao, Q Huang, B Yan, W Lin
Proceedings of the 19th ACM international conference on Multimedia, 393-402, 2011
322011
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
232015
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Articles 1–20