457 citations · 681 across the 10 of their papers we have counts for
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stat.ML2010★ 24 cited
Training linear ranking SVMs in linearithmic time using red-black trees
Antti Airola, Tapio Pahikkala, Tapio Salakoski
We introduce an efficient method for training the linear ranking support vector machine. The method combines cutting plane optimization with red-black tree based approach to subgra…
stat.ML2010★ 1 cited
Linear Time Feature Selection for Regularized Least-Squares
Tapio Pahikkala, Antti Airola, Tapio Salakoski
We propose a novel algorithm for greedy forward feature selection for regularized least-squares (RLS) regression and classification, also known as the least-squares support vector…