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All publications by Yiming Ying
authors venues years



Sparse Metric Learning via Smooth Optimization
Yiming Ying, Kaizhu Huang and Colin Campbell
Advances in Neural Information Processing Systems 22, 2009


Analysis of SVM with Indefinite Kernels
Yiming Ying, Colin Campbell and Mark Girolami
Advances in Neural Information Processing Systems 22, 2009


Universal Multi-Task Kernels
Andrea Caponnetto, Charles A. Micchelli, Massimiliano Pontil and Yiming Ying
Journal of Machine Learning Research, 2008


Learnability of Gaussians with Flexible Variances
Yiming Ying and Ding-xuan Zhou
Journal of Machine Learning Research, 2007


A Spectral Regularization Framework for Multi-Task Structure Learning
Andreas Argyriou, Massimiliano Pontil, Yiming Ying and Charles A. Micchelli
Advances in Neural Information Processing Systems 20, 2007


Support Vector Machine Soft Margin Classifiers: Error Analysis
Di-rong Chen, Qiang Wu, Yiming Ying and Ding-xuan Zhou
Journal of Machine Learning Research, 2004