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Yiming Ying
Yiming Ying
School of Mathematics and Statistics, University of Sydney
Verified email at sydney.edu.au - Homepage
Title
Cited by
Cited by
Year
Learning with support vector machines
C Campbell, Y Ying
Morgan & Claypool Publishers, 2011
5202011
Distance metric learning with eigenvalue optimization
Y Ying, P Li
The Journal of Machine Learning Research 13 (1), 1-26, 2012
3802012
Support vector machine soft margin classifiers: error analysis
DR Chen, Q Wu, Y Ying, DX Zhou
The Journal of Machine Learning Research 5, 1143-1175, 2004
3162004
A spectral regularization framework for multi-task structure learning
A Argyriou, M Pontil, Y Ying, C Micchelli
Advances in neural information processing systems 20, 2007
3092007
Learning rates of least-square regularized regression
Q Wu, Y Ying, DX Zhou
Foundations of computational mathematics 6, 171-192, 2006
2852006
Similarity Metric Learning for Face Recognition
Q Cao, Y Ying, P Li
International Conference on Computer Vision (ICCV), 2013
2522013
Universal multi-task kernels
A Caponnetto, CA Micchelli, M Pontil, Y Ying
The Journal of Machine Learning Research 9, 1615-1646, 2008
2192008
Stochastic online AUC maximization
Y Ying, L Wen, S Lyu
Advances in neural information processing systems 29, 2016
2142016
Multi-kernel regularized classifiers
Q Wu, Y Ying, DX Zhou
Journal of Complexity 23 (1), 108-134, 2007
2142007
Online gradient descent learning algorithms
Y Ying, M Pontil
Foundations of Computational Mathematics 8, 561-596, 2008
1522008
Generalization bounds for metric and similarity learning
Q Cao, ZC Guo, Y Ying
Machine Learning 102 (1), 115-132, 2016
1472016
Fine-grained analysis of stability and generalization for stochastic gradient descent
Y Lei, Y Ying
International Conference on Machine Learning, 5809-5819, 2020
1462020
Online regularized classification algorithms
Y Ying, DX Zhou
IEEE Transactions on Information Theory 52 (11), 4775-4788, 2006
1462006
Sparse metric learning via smooth optimization
Y Ying, K Huang, C Campbell
Advances in neural information processing systems 22, 2009
1402009
Learning with average top-k loss
Y Fan, S Lyu, Y Ying, B Hu
Advances in neural information processing systems 30, 2017
1222017
Stochastic auc maximization with deep neural networks
M Liu, Z Yuan, Y Ying, T Yang
arXiv preprint arXiv:1908.10831, 2019
1082019
Time series anomaly detection for trustworthy services in cloud computing systems
C Huang, G Min, Y Wu, Y Ying, K Pei, Z Xiang
IEEE Transactions on Big Data 8 (1), 60-72, 2017
992017
AUC maximization in the era of big data and AI: A survey
T Yang, Y Ying
ACM Computing Surveys 55 (8), 1-37, 2022
972022
Learnability of Gaussians with flexible variances
Y Ying, DX Zhou
Journal of Machine Learning Reseach 8, 249-276, 2007
932007
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
86*2009
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