19 citations · 22 across the 3 of their papers we have counts for
3 papers
stat.ML2010★ 2 cited
Pair-Wise Cluster Analysis
David R. Hardoon, Kristiaan Pelcksman
This paper studies the problem of learning clusters which are consistently present in different (continuously valued) representations of observed data. Our setup differs slightly f…
stat.ML2009★ 1 cited
A Nonconformity Approach to Model Selection for SVMs
David R. Hardoon, Zakria Hussain, John Shawe-Taylor
We investigate the issue of model selection and the use of the nonconformity (strangeness) measure in batch learning. Using the nonconformity measure we propose a new training algo…
stat.ML2009★ 19 cited
Sparse Canonical Correlation Analysis
David R. Hardoon, John Shawe-Taylor
We present a novel method for solving Canonical Correlation Analysis (CCA) in a sparse convex framework using a least squares approach. The presented method focuses on the scenario…