100 citations · 161 across the 14 of their papers we have counts for
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cs.LG2013★ 1 cited
Principled Non-Linear Feature Selection
Dimitrios Athanasakis, John Shawe-Taylor, Delmiro Fernandez-Reyes
Recent non-linear feature selection approaches employing greedy optimisation of Centred Kernel Target Alignment(KTA) exhibit strong results in terms of generalisation accuracy and…
cs.LG2013★ 1 cited
Learning Non-Linear Feature Maps
Dimitrios Athanasakis, John Shawe-Taylor, Delmiro Fernandez-Reyes
Feature selection plays a pivotal role in learning, particularly in areas were parsimonious features can provide insight into the underlying process, such as biology. Recent approa…