Jaz S. Kandola

Publication Activity (10 Years)

Years Active: 2001-2018
Publications (10 Years): 2

Top Topics

Canonical Correlations

Benchmark Datasets

Top Venues

ACM Comput. Surv.

Publications

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) (2018)
Viivi Uurtio, João M. Monteiro, Jaz S. Kandola, John Shawe-Taylor, Delmiro Fernandez-Reyes, Juho Rousu
A Tutorial on Canonical Correlation Methods. CoRR (2017)
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) (2005)
Xiaojin Zhu, Jaz S. Kandola, Zoubin Ghahramani, John D. Lafferty
Nonparametric Transforms of Graph Kernels for Semi-Supervised Learning. NIPS (2004)
Jaz S. Kandola, John Shawe-Taylor
Refining Kernels for Regression and Uneven Classification Problems. AISTATS (2003)
Koby Crammer, Jaz S. Kandola, Yoram Singer
Online Classification on a Budget. NIPS (2003)
Jaz S. Kandola, Thore Graepel, John Shawe-Taylor
Reducing Kernel Matrix Diagonal Dominance Using Semi-definite Programming. COLT (2003)
Junbin Gao, Steve R. Gunn, Jaz S. Kandola
Adapting Kernels by Variational Approach in SVM. Australian Joint Conference on Artificial Intelligence (2002)
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)
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)
Jaz S. Kandola, John Shawe-Taylor, Nello Cristianini
Learning Semantic Similarity. NIPS (2002)
Steve R. Gunn, Jaz S. Kandola
Structural Modelling with Sparse Kernels. Mach. Learn. 48 (1-3) (2002)
Yaoyong Li, Hugo Zaragoza, Ralf Herbrich, John Shawe-Taylor, Jaz S. Kandola
The Perceptron Algorithm with Uneven Margins. ICML (2002)
Nello Cristianini, John Shawe-Taylor, André Elisseeff, Jaz S. Kandola
On Kernel-Target Alignment. NIPS (2001)
John Shawe-Taylor, Nello Cristianini, Jaz S. Kandola
On the Concentration of Spectral Properties. NIPS (2001)
Nello Cristianini, John Shawe-Taylor, Jaz S. Kandola
Spectral Kernel Methods for Clustering. NIPS (2001)