Jaz S. Kandola

2005
13	EE	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 Transactions on Information Theory 51(7): 2510-2522 (2005)
2004
12	EE	Xiaojin Zhu, Jaz S. Kandola, Zoubin Ghahramani, John D. Lafferty: Nonparametric Transforms of Graph Kernels for Semi-Supervised Learning. NIPS 2004
2003
11	EE	Jaz S. Kandola, Thore Graepel, John Shawe-Taylor: Reducing Kernel Matrix Diagonal Dominance Using Semi-definite Programming. COLT 2003: 288-302
10	EE	Koby Crammer, Jaz S. Kandola, Yoram Singer: Online Classification on a Budget. NIPS 2003
2002
9	EE	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
8	EE	Junbin Gao, Steve R. Gunn, Jaz S. Kandola: Adapting Kernels by Variational Approach in SVM. Australian Joint Conference on Artificial Intelligence 2002: 395-406
7	EE	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
6		Yaoyong Li, Hugo Zaragoza, Ralf Herbrich, John Shawe-Taylor, Jaz S. Kandola: The Perceptron Algorithm with Uneven Margins. ICML 2002: 379-386
5	EE	Jaz S. Kandola, John Shawe-Taylor, Nello Cristianini: Learning Semantic Similarity. NIPS 2002: 657-664
4		Steve R. Gunn, Jaz S. Kandola: Structural Modelling with Sparse Kernels. Machine Learning 48(1-3): 137-163 (2002)
2001
3	EE	Nello Cristianini, John Shawe-Taylor, André Elisseeff, Jaz S. Kandola: On Kernel-Target Alignment. NIPS 2001: 367-373
2	EE	John Shawe-Taylor, Nello Cristianini, Jaz S. Kandola: On the Concentration of Spectral Properties. NIPS 2001: 511-517
1	EE	Nello Cristianini, John Shawe-Taylor, Jaz S. Kandola: Spectral Kernel Methods for Clustering. NIPS 2001: 649-655

Coauthor Index

1	Koby Crammer	[10]
2	Nello Cristianini	[1] [2] [3] [5] [7] [9] [13]
3	André Elisseeff	[3]
4	Junbin Gao	[8]
5	Zoubin Ghahramani	[12]
6	Thore Graepel	[11]
7	Steve R. Gunn	[4] [8]
8	Ralf Herbrich	[6]
9	John D. Lafferty	[12]
10	Yaoyong Li	[6]
11	John Shawe-Taylor	[1] [2] [3] [5] [6] [7] [9] [11] [13]
12	Yoram Singer	[10]
13	Christopher K. I. Williams	[7] [9] [13]
14	Hugo Zaragoza	[6]
15	Xiaojin Zhu	[12]