Search Machine Learning Repository:
All publications by Nello Cristianini
authors venues years



Fast SDP Relaxations of Graph Cut Clustering, Transduction, and Other Combinatorial Problem
Tijl D. Bie and Nello Cristianini
Journal of Machine Learning Research, 2006


Learning the Kernel Matrix with Semidefinite Programming
Gert Lanckriet, Nello Cristianini, Peter L. Bartlett, Laurent E. Ghaoui and Michael I. Jordan
Journal of Machine Learning Research, 2004


Convex Methods for Transduction
Tijl D. Bie and Nello Cristianini
Advances in Neural Information Processing Systems 16, 2003


Text Classification using String Kernels
Huma Lodhi, Craig Saunders, John Shawe-taylor, Nello Cristianini and Christopher Watkins
Journal of Machine Learning Research, 2002


Inferring a Semantic Representation of Text via Cross-Language Correlation Analysis
Alexei Vinokourov, Nello Cristianini and John S. Shawe-taylor
Advances in Neural Information Processing Systems 15, 2002


Learning Semantic Similarity
Jaz Kandola, Nello Cristianini and John S. Shawe-taylor
Advances in Neural Information Processing Systems 15, 2002


On Kernel-Target Alignment
Nello Cristianini, John Shawe-taylor, André Elisseeff and Jaz S. Kandola
Advances in Neural Information Processing Systems 14, 2001


On the Concentration of Spectral Properties
John Shawe-taylor, Nello Cristianini and Jaz S. Kandola
Advances in Neural Information Processing Systems 14, 2001


Spectral Kernel Methods for Clustering
Nello Cristianini, John Shawe-taylor and Jaz S. Kandola
Advances in Neural Information Processing Systems 14, 2001