Yuan YAO

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Coauteurs

Jiechao XiongTencent AI LabAdresse e-mail validée de tencent.com
Qingming HuangUniversity of the Chinese Academy of SciencesAdresse e-mail validée de ucas.ac.cn
Xuhui HuangHirschfelder Chair in Theoretical Chemistry, University of Wisconsin-Madison (previously at HKUST)Adresse e-mail validée de chem.wisc.edu
Yanwei FuFudan UniversityAdresse e-mail validée de fudan.edu.cn
Xiaoye JiangStanford UniversityAdresse e-mail validée de stanford.edu
Leonidas GuibasProfessor of Computer Science, Stanford UniversityAdresse e-mail validée de cs.stanford.edu
Xinwei SunSchool of Data Science, Fudan UniversityAdresse e-mail validée de fudan.edu.cn
Xiaochun CaoSun Yat-sen UniversityAdresse e-mail validée de mail.sysu.edu.cn
Vijay PandeAndreessen Horowitz, Stanford UniversityAdresse e-mail validée de stanford.edu
Lorenzo RosascoMaLGa Machine Learning Genoa Center - Università degli Studi di GenovaAdresse e-mail validée de unige.it
Lek-Heng LimUniversity of ChicagoAdresse e-mail validée de galton.uchicago.edu
Gregory R. BowmanProfessor, University of PennsylvaniaAdresse e-mail validée de seas.upenn.edu
Yinyu YeProfessor of Emeritus, Stanford UniversityAdresse e-mail validée de stanford.edu
Tingting JiangAssociate Professor of Computer Science, Peking UniversityAdresse e-mail validée de pku.edu.cn
jian sunProfessor, Tsinghua UniversityAdresse e-mail validée de math.tsinghua.edu.cn
Hanlin GuWebankAdresse e-mail validée de connect.ust.hk
Paolo FrasconiProfessor of Computer Science, Università di FirenzeAdresse e-mail validée de dsi.unifi.it
Massimiliano PontilIstituto Italiano di Tecnologia & University College LondonAdresse e-mail validée de iit.it
S osherAdresse e-mail validée de math.ucla.edu
Tim Tsz-Kit LauUniversity of PennsylvaniaAdresse e-mail validée de upenn.edu

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Yuan YAO

Hong Kong University of Science and Technology

Adresse e-mail validée de ust.hk - Page d'accueil

Topological and Geometric method in Data Analysis Statistical Machine Learning Applications in Computer and Life Sciences etc


Titre Trier par citations Trier par année Trier par titre	Citée par Citée par	Année
On early stopping in gradient descent learning Y Yao, L Rosasco, A Caponnetto Constructive Approximation 26 (2), 289-315, 2007	1356	2007
Statistical ranking and combinatorial Hodge theory X Jiang, LH Lim, Y Yao, Y Ye Mathematical programming 127 (1), 203-244, 2011	461	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	288	2006
Online learning algorithms S Smale, Y Yao Foundations of computational mathematics 6 (2), 145-170, 2006	197	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	163	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	162	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	146	2011
Cross-validation based adaptation for regularization operators in learning theory A Caponnetto, Y Yao Analysis and Applications 8 (02), 161-183, 2010	126*	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	121*	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	111	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	107	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	105	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	91	2012
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	83	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	82	2015
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	82	2010
Online crowdsourcing subjective image quality assessment Q Xu, Q Huang, Y Yao Proceedings of the 20th ACM international conference on Multimedia, 359-368, 2012	77	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	64	2016

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