18 citations · 18 across the 2 of their papers we have counts for
2 papers
cs.LG2026
ConceptTracer: Interactive Analysis of Concept Saliency and Selectivity in Neural Representations
Ricardo Knauer, Andre Beinrucker, Erik Rodner
Neural networks deliver impressive predictive performance across a variety of tasks, but they are often opaque in their decision-making processes. Despite a growing interest in mec…
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…