785 citations
Showing stat.MLShow all
2 papers · 1 filter
stat.ML2023★ 7 cited
Interpreting Deep Neural Networks with the Package innsight
Niklas Koenen, Marvin N. Wright
The R package innsight offers a general toolbox for revealing variable-wise interpretations of deep neural networks' predictions with so-called feature attribution methods. Aside f…
stat.ML2017★ 3 cited
A Machine Learning Alternative to P-values
Min Lu, Hemant Ishwaran
This paper presents an alternative approach to p-values in regression settings. This approach, whose origins can be traced to machine learning, is based on the leave-one-out bootst…