156 citations · 950 across the 61 of their papers we have counts for
4 papers · 1 filter
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…
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…
Results of the GREAT08 Challenge: An image analysis competition for cosmological lensing
Sarah Bridle, Sreekumar T. Balan, Matthias Bethge +31
We present the results of the GREAT08 Challenge, a blind analysis challenge to infer weak gravitational lensing shear distortions from images. The primary goal was to stimulate new…
Convex Multiview Fisher Discriminant Analysis
Tom Diethe, John Shawe-Taylor
Section 1.3 was incorrect, and 2.1 will be removed from further submissions. A rewritten version will be posted in the future.