Yiming Ying
Yiming Ying
Department of Mathematics and Statistics, University at Albany, SUNY
Adresse e-mail validée de albany.edu - Page d'accueil
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Distance metric learning with eigenvalue optimization
Y Ying, P Li
The Journal of Machine Learning Research 13, 1-26, 2012
3012012
Learning with support vector machines
C Campbell, Y Ying
Synthesis lectures on artificial intelligence and machine learning 5 (1), 1-95, 2011
2872011
Support vector machine soft margin classifiers: error analysis
DR Chen, Q Wu, Y Ying, DX Zhou
Journal of Machine Learning Research 5 (Sep), 1143-1175, 2004
2462004
A spectral regularization framework for multi-task structure learning
A Argyriou, M Pontil, Y Ying, CA Micchelli
Advances in neural information processing systems, 25-32, 2008
2402008
Learning rates of least-square regularized regression
Q Wu, Y Ying, DX Zhou
Foundations of computational mathematics 6 (2), 171-192, 2006
2312006
Similarity Metric Learning for Face Recognition
Q Cao, Y Ying, P Li
International Conference on Computer Vision (ICCV), 2013
1982013
Multi-kernel regularized classifiers
Q Wu, Y Ying, DX Zhou
Journal of Complexity 23 (1), 108-134, 2007
1752007
Universal multi-task kernels
A Caponnetto, CA Micchelli, M Pontil, Y Ying
Journal of Machine Learning Research 9 (Jul), 1615-1646, 2008
1602008
Sparse metric learning via smooth optimization
Y Ying, K Huang, C Campbell
Advances in neural information processing systems, 2214-2222, 2009
1172009
Online regularized classification algorithms
Y Ying, DX Zhou
IEEE Transactions on Information Theory 52 (11), 4775-4788, 2006
1042006
Online gradient descent learning algorithms
Y Ying, M Pontil
Foundations of Computational Mathematics 8 (5), 561-596, 2008
852008
Gsml: A unified framework for sparse metric learning
K Huang, Y Ying, C Campbell
Data Mining, 2009. ICDM'09. Ninth IEEE International Conference on, 189-198, 2009
82*2009
Generalization bounds for metric and similarity learning
Q Cao, ZC Guo, Y Ying
Machine Learning 102 (1), 115-132, 2016
802016
Learnability of Gaussians with flexible variances
Y Ying, DX Zhou
Journal of Machine Learning Research 8 (Feb), 249-276, 2007
752007
Singular integral operators on function spaces
J Chen, D Fan, Y Ying
Journal of mathematical analysis and applications 276 (2), 691-708, 2002
602002
Enhanced protein fold recognition through a novel data integration approach
Y Ying, K Huang, C Campbell
BMC bioinformatics 10 (1), 267, 2009
582009
Generalization bounds for learning the kernel
Y Ying, C Campbell
572009
Certain operators with rough singular kernels
J Chen, D Fan, Y Ying
Canadian Journal of Mathematics 55 (3), 504-532, 2003
562003
Stochastic online AUC maximization
Y Ying, L Wen, S Lyu
Advances in neural information processing systems, 451-459, 2016
552016
Analysis of SVM with indefinite kernels
Y Ying, C Campbell, M Girolami
Advances in neural information processing systems, 2205-2213, 2009
552009
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