19 citations · 20 across the 2 of their papers we have counts for
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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…