43 citations · 88 across the 9 of their papers we have counts for
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cs.LG2021★ 31 cited
Explainable Machine Learning with Prior Knowledge: An Overview
Katharina Beckh, Sebastian Müller, Matthias Jakobs +6
This survey presents an overview of integrating prior knowledge into machine learning systems in order to improve explainability. The complexity of machine learning models has elic…
cs.LG2021★ 1 cited
A Generalized Weisfeiler-Lehman Graph Kernel
Till Hendrik Schulz, Tamás Horváth, Pascal Welke +1
The Weisfeiler-Lehman graph kernels are among the most prevalent graph kernels due to their remarkable time complexity and predictive performance. Their key concept is based on an…