145 citations · 269 across the 15 of their papers we have counts for
Showing 2014Show all
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stat.ME2014★ 18 cited
Extensions of stability selection using subsamples of observations and covariates
Andre Beinrucker, Ürün Dogan, Gilles Blanchard
We introduce extensions of stability selection, a method to stabilise variable selection methods introduced by Meinshausen and Bühlmann (J R Stat Soc 72:417-473, 2010). We propose…
stat.ML2014★ 2 cited
Coordinate Descent with Online Adaptation of Coordinate Frequencies
Tobias Glasmachers, Ürün Dogan
Coordinate descent (CD) algorithms have become the method of choice for solving a number of optimization problems in machine learning. They are particularly popular for training li…