PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

EPrints submitted by Yiming Ying

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Number of EPrints submitted by this user: 11

Universal Multi-task Kernels
Charles A. Micchelli, Andrea Caponnetto, Massimiliano Pontil and Yiming Ying
Journal of Machine Learning Research Volume 9, 1615 - 1646, 2008. ISSN ISSN 1533-7928

Learning coordinate gradients with multi-task kernels
Yiming Ying and Colin Campbell
COLT, 2008 2008.

Analysis of SVM with Indefinite Kernels
Yiming Ying, Colin Campbell and Mark Girolami
In: NIPS 2009, 6 Dec-10 Dec 2009, Vancouver, Canada.

Generalization Bounds for Learning the Kernel
Yiming Ying and Colin Campbell
Techinical Report, University of Bristol (COLT 2009) 2009.

Learning the Coordinate Gradients
Yiming Ying, Qiang Wu and Colin Campbell
Technical Report 2008.

Inferring sparse kernel combination and relevance vectors: an application to subcelluar localization of proteins
Theo Damoulas, Yiming Ying, Mark Girolami and Colin Campbell
Proceedings of the 7th International Conference on Machine Learning and Applications (ICMLA2008), 2008.

Enhanced protein fold recognition through a novel data integration approach
Yiming Ying, Kaizhu Huang and Colin Campbell
BMC Bioinformatics Volume 10, Number 267, 2009.

GSML: A unified framework for sparse metric learning
Kaizhu Huang, Yiming Ying and Colin Campbell
In: ICDM 2009, 6 Dec-9 Dec 2009, Miami, FL,USA.

Analysis of SVM with indefinite kernels
Yiming Ying, Colin Campbell and Mark Girolami
In: NIPS 2009, 7-12 DEC 2009, Vancouver, Canada.

Sparse Metric Learning via Smooth Optimization
Yiming Ying, Kaizhu Huang and Colin Campbell
In: NIPS 2009, 7-12 DEC 2009, Vancouver, Canada.

Learnability of Gaussians with Flexible Variances
Yiming Ying and Ding-Xuan Zhou
Journal of Machine Learning Research Volume 8, pp. 249-276, 2007.