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ORCIDJaz S. Kandola
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2010 – 2019
- 2018
[j3]Viivi Uurtio
, João M. Monteiro, Jaz S. Kandola, John Shawe-Taylor, Delmiro Fernandez-Reyes, Juho Rousu:
A Tutorial on Canonical Correlation Methods. ACM Comput. Surv. 50(6): 95:1-95:33 (2018)- 2017
- [i1]Viivi Uurtio, João M. Monteiro, Jaz S. Kandola, John Shawe-Taylor, Delmiro Fernandez-Reyes, Juho Rousu:
A Tutorial on Canonical Correlation Methods. CoRR abs/1711.02391 (2017)
2000 – 2009
- 2006
- [p1]Xiaojin Zhu, Jaz S. Kandola, John Lafferty, Zoubin Ghahramani:
Graph Kernels by Spectral Transforms. Semi-Supervised Learning 2006: 276-291 - 2005
- [j2]John Shawe-Taylor, Christopher K. I. Williams, Nello Cristianini, Jaz S. Kandola:
On the eigenspectrum of the gram matrix and the generalization error of kernel-PCA. IEEE Trans. Inf. Theory 51(7): 2510-2522 (2005) - 2004
- [c12]Xiaojin Zhu, Jaz S. Kandola, Zoubin Ghahramani, John D. Lafferty:
Nonparametric Transforms of Graph Kernels for Semi-Supervised Learning. NIPS 2004: 1641-1648 - 2003
- [c11]Jaz S. Kandola, John Shawe-Taylor:
Refining Kernels for Regression and Uneven Classification Problems. AISTATS 2003: 157-162 - [c10]Jaz S. Kandola, Thore Graepel, John Shawe-Taylor:
Reducing Kernel Matrix Diagonal Dominance Using Semi-definite Programming. COLT 2003: 288-302 - [c9]Koby Crammer, Jaz S. Kandola, Yoram Singer:
Online Classification on a Budget. NIPS 2003: 225-232 - 2002
- [j1]Steve R. Gunn, Jaz S. Kandola:
Structural Modelling with Sparse Kernels. Mach. Learn. 48(1-3): 137-163 (2002) - [c8]John Shawe-Taylor, Christopher K. I. Williams, Nello Cristianini, Jaz S. Kandola:
On the Eigenspectrum of the Gram Matrix and Its Relationship to the Operator Eigenspectrum. ALT 2002: 23-40 - [c7]Junbin Gao, Steve R. Gunn, Jaz S. Kandola:
Adapting Kernels by Variational Approach in SVM. Australian Joint Conference on Artificial Intelligence 2002: 395-406 - [c6]John Shawe-Taylor, Christopher K. I. Williams, Nello Cristianini, Jaz S. Kandola:
On the Eigenspectrum of the Gram Matrix and Its Relationship to the Operator Eigenspectrum. Discovery Science 2002: 12 - [c5]Yaoyong Li, Hugo Zaragoza, Ralf Herbrich, John Shawe-Taylor, Jaz S. Kandola:
The Perceptron Algorithm with Uneven Margins. ICML 2002: 379-386 - [c4]Jaz S. Kandola, John Shawe-Taylor, Nello Cristianini:
Learning Semantic Similarity. NIPS 2002: 657-664 - 2001
- [c3]Nello Cristianini, John Shawe-Taylor, André Elisseeff, Jaz S. Kandola:
On Kernel-Target Alignment. NIPS 2001: 367-373 - [c2]John Shawe-Taylor, Nello Cristianini, Jaz S. Kandola:
On the Concentration of Spectral Properties. NIPS 2001: 511-517 - [c1]Nello Cristianini, John Shawe-Taylor, Jaz S. Kandola:
Spectral Kernel Methods for Clustering. NIPS 2001: 649-655
Coauthor Index
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