Yuan YAO

Citirano

	Sve	Od 2020.
Citati	5160	2961
H-indeks	30	24
i10-indeks	59	53

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Suautori

Jiechao XiongTencent AI LabPotvrđena adresa e-pošte na tencent.com
Qingming HuangUniversity of the Chinese Academy of SciencesPotvrđena adresa e-pošte na ucas.ac.cn
Xuhui HuangHirschfelder Chair in Theoretical Chemistry, University of Wisconsin-Madison (previously at HKUST)Potvrđena adresa e-pošte na chem.wisc.edu
Yanwei FuFudan UniversityPotvrđena adresa e-pošte na fudan.edu.cn
Jinshan ZengSchool of Computer and Information Engineering, Jiangxi Normal UniversityPotvrđena adresa e-pošte na ust.hk
Xiaoye JiangStanford UniversityPotvrđena adresa e-pošte na stanford.edu
Leonidas GuibasProfessor of Computer Science, Stanford UniversityPotvrđena adresa e-pošte na cs.stanford.edu
Xinwei SunSchool of Data Science, Fudan UniversityPotvrđena adresa e-pošte na fudan.edu.cn
Vijay PandeAndreessen Horowitz, Stanford UniversityPotvrđena adresa e-pošte na stanford.edu
Xiaochun CaoSun Yat-sen UniversityPotvrđena adresa e-pošte na mail.sysu.edu.cn
Lorenzo RosascoMaLGa Machine Learning Genoa Center - Università degli Studi di GenovaPotvrđena adresa e-pošte na unige.it
Lek-Heng LimUniversity of ChicagoPotvrđena adresa e-pošte na galton.uchicago.edu
Gregory R. BowmanProfessor, University of PennsylvaniaPotvrđena adresa e-pošte na seas.upenn.edu
Yinyu YeProfessor of Emeritus, Stanford UniversityPotvrđena adresa e-pošte na stanford.edu
Tingting JiangAssociate Professor of Computer Science, Peking UniversityPotvrđena adresa e-pošte na pku.edu.cn
jian sunProfessor, Tsinghua UniversityPotvrđena adresa e-pošte na math.tsinghua.edu.cn
Hanlin GuWebankPotvrđena adresa e-pošte na connect.ust.hk
Paolo FrasconiProfessor of Computer Science, Università di FirenzePotvrđena adresa e-pošte na dsi.unifi.it
Massimiliano PontilIstituto Italiano di Tecnologia & University College LondonPotvrđena adresa e-pošte na iit.it
S osherPotvrđena adresa e-pošte na math.ucla.edu

Prati

Yuan YAO

Hong Kong University of Science and Technology

Potvrđena adresa e-pošte na ust.hk - Početna stranica

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


Naslov Poredaj po navodima Poredaj po godini Poredaj po naslovu	Citirano Citirano	Godina
On early stopping in gradient descent learning Y Yao, L Rosasco, A Caponnetto Constructive Approximation 26 (2), 289-315, 2007	1343	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	287	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	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	161	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	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	119*	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	109	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
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
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	80	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	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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