(Enter summary)
Abstract: Kernels are playing an increasingly important role in machine learning. (Update)
Cited by: More
Probabilistic Kernel Principal Component Analysis - Zhihua Zhang Gang (2004)
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Gaussian-Wishart Process Classification - Zhihua Zhang James (2004)
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BibTeX entry: (Update)
Z. Zhang, D.-Y. Yeung, and J. T. Kwok. Wishart processes: A statistical view of reproducing kernels. Technical report, Department of Computer Science, Hong Kong University of Science and Technology, 2004. http://www.cs.ust.hk/#zhzhang/papers/tr04-01.ps. http://citeseer.ist.psu.edu/zhang04wishart.html More
@misc{ zhang04wishart,
author = "Z. Zhang and D. Yeung and J. Kwok",
title = "Wishart processes: A statistical view of reproducing kernels",
text = "Z. Zhang, D.-Y. Yeung, and J. T. Kwok. Wishart processes: A statistical
view of reproducing kernels. Technical report, Department of Computer Science,
Hong Kong University of Science and Technology, 2004. http://www.cs.ust.hk/#zhzhang/papers/tr04-01.ps.",
year = "2004",
url = "citeseer.ist.psu.edu/zhang04wishart.html" }
Citations (may not include all citations):
947
Statistical Learning Theory (context) - Vapnik - 1998
470
Spline Models for Observational Data (context) - Wahba - 1990
335
Statistics for Spatial Data (context) - Cressie - 1991
269
Bayesian Learning for Neural Networks (context) - Neal - 1996 ACM
230
Handbook of Mathematical Functions with Formulas (context) - Abramowitz, Stegun - 1972
227
An Introduction to Multivariate Statistical Analysis (context) - Anderson - 1984
187
Nonlinear component analysis as a kernel eigenvalue problem (context) - Scholkopf, Smola et al. - 1998 ACM DBLP
113
Learning with Kernels (context) - Scholkopf, Smola - 2002 ACM
51
Functions of positive and negative type and their connection.. (context) - Mercer - 1909
43
Transactions of the American Mathematical Society (context) - Aronszajn, reproducing - 1950
30
Harmonic Analysis on Semigroups (context) - Berg, Christensen et al. - 1984
25
Bayesian classification with Gaussian processes
- Williams, Barber - 1998 ACM DBLP
24
Generalized discriminant analysis using a kernel approach
- Baudat, Anouar - 2000
15
Matrix Variate Distributions (context) - Gupta, Nagar - 2000
7
Gaussian process latent variable models for visualisation of..
- Lawrence - 2004
5
Learning graphical models with Mercer kernels (context) - Bach, Jordan - 2003
4
On singular Wishart and singular multivariate Beta distribut.. (context) - Uhlig - 1994
3
Singular Wishart and multivariate Beta distributions (context) - Srivastava - 2003
1
Probabilistic kernel principal component analysis
- Zhang - 2004
1
GaussianWishart proces classification
- Kwok, Wishart et al. - 2004
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