Jaz S. Kandola

According to our database, Jaz S. Kandola authored at least 15 papers between 2001 and 2018.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2018

A Tutorial on Canonical Correlation Methods.

Viivi Uurtio, João M. Monteiro, Jaz S. Kandola, John Shawe-Taylor, Delmiro Fernandez-Reyes, Juho Rousu

ACM Comput. Surv., 2018

2006

Graph Kernels by Spectral Transforms.

Xiaojin Zhu, Jaz S. Kandola, John Lafferty, Zoubin Ghahramani

Proceedings of the Semi-Supervised Learning, 2006

2005

On the eigenspectrum of the gram matrix and the generalization error of kernel-PCA.

John Shawe-Taylor, Christopher K. I. Williams, Nello Cristianini, Jaz S. Kandola

IEEE Trans. Inf. Theory, 2005

2004

Nonparametric Transforms of Graph Kernels for Semi-Supervised Learning.

Xiaojin Zhu, Jaz S. Kandola, Zoubin Ghahramani, John D. Lafferty

Proceedings of the Advances in Neural Information Processing Systems 17 [Neural Information Processing Systems, 2004

2003

Online Classification on a Budget.

Koby Crammer, Jaz S. Kandola, Yoram Singer

Proceedings of the Advances in Neural Information Processing Systems 16 [Neural Information Processing Systems, 2003

Reducing Kernel Matrix Diagonal Dominance Using Semi-definite Programming.

Jaz S. Kandola, Thore Graepel, John Shawe-Taylor

Proceedings of the Computational Learning Theory and Kernel Machines, 2003

Refining Kernels for Regression and Uneven Classification Problems.

Jaz S. Kandola, John Shawe-Taylor

Proceedings of the Ninth International Workshop on Artificial Intelligence and Statistics, 2003

2002

Structural Modelling with Sparse Kernels.

Steve R. Gunn, Jaz S. Kandola

Mach. Learn., 2002

Learning Semantic Similarity.

Jaz S. Kandola, John Shawe-Taylor, Nello Cristianini

Proceedings of the Advances in Neural Information Processing Systems 15 [Neural Information Processing Systems, 2002

The Perceptron Algorithm with Uneven Margins.

Yaoyong Li, Hugo Zaragoza, Ralf Herbrich, John Shawe-Taylor, Jaz S. Kandola

Proceedings of the Machine Learning, 2002

Adapting Kernels by Variational Approach in SVM.

Junbin Gao, Steve R. Gunn, Jaz S. Kandola

Proceedings of the AI 2002: Advances in Artificial Intelligence, 2002

On the Eigenspectrum of the Gram Matrix and Its Relationship to the Operator Eigenspectrum.

John Shawe-Taylor, Christopher K. I. Williams, Nello Cristianini, Jaz S. Kandola

Proceedings of the Algorithmic Learning Theory, 13th International Conference, 2002

2001

On the Concentration of Spectral Properties.

John Shawe-Taylor, Nello Cristianini, Jaz S. Kandola

Proceedings of the Advances in Neural Information Processing Systems 14 [Neural Information Processing Systems: Natural and Synthetic, 2001

Spectral Kernel Methods for Clustering.

Nello Cristianini, John Shawe-Taylor, Jaz S. Kandola

Proceedings of the Advances in Neural Information Processing Systems 14 [Neural Information Processing Systems: Natural and Synthetic, 2001

On Kernel-Target Alignment.

Nello Cristianini, John Shawe-Taylor, André Elisseeff, Jaz S. Kandola

Proceedings of the Advances in Neural Information Processing Systems 14 [Neural Information Processing Systems: Natural and Synthetic, 2001