On Kernel-Target Alignment. - Nello Cristianini; John Shawe-Taylor; André Elisseeff; Jaz S. Kandola (NIPS, 2001)

Spectral Kernel Methods for Clustering. - Nello Cristianini; John Shawe-Taylor; Jaz S. Kandola (NIPS, 2001)

On the Concentration of Spectral Properties. - John Shawe-Taylor; Nello Cristianini; Jaz S. Kandola (NIPS, 2001)

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 (ALT, 2002)

Adapting Kernels by Variational Approach in SVM. - Junbin Gao; Steve R. Gunn; Jaz S. Kandola (Australian Joint Conference on Artificial Intelligence, 2002)

The Perceptron Algorithm with Uneven Margins. - Yaoyong Li; Hugo Zaragoza; Ralf Herbrich; John Shawe-Taylor; Jaz S. Kandola (ICML, 2002)

Learning Semantic Similarity. - Jaz S. Kandola; John Shawe-Taylor; Nello Cristianini (NIPS, 2002)

Structural Modelling with Sparse Kernels. - Steve R. Gunn; Jaz S. Kandola (Mach. Learn., 2002)

Refining Kernels for Regression and Uneven Classification Problems. - Jaz S. Kandola; John Shawe-Taylor (AISTATS, 2003)

Reducing Kernel Matrix Diagonal Dominance Using Semi-definite Programming. - Jaz S. Kandola; Thore Graepel; John Shawe-Taylor (COLT, 2003)

Online Classification on a Budget. - Koby Crammer; Jaz S. Kandola; Yoram Singer (NIPS, 2003)

Nonparametric Transforms of Graph Kernels for Semi-Supervised Learning. - Xiaojin Zhu 001; Jaz S. Kandola; Zoubin Ghahramani; John D. Lafferty (NIPS, 2004)

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)

Graph Kernels by Spectral Transforms. - Xiaojin Zhu 001; Jaz S. Kandola; John Lafferty; Zoubin Ghahramani (Semi-Supervised Learning, 2006)

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)