31 citations · 32 across the 3 of their papers we have counts for
3 papers
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…
cs.DM2017
Simple Necessary Conditions for the Existence of a Hamiltonian Path with Applications to Cactus Graphs
Pascal Welke
We describe some necessary conditions for the existence of a Hamiltonian path in any graph (in other words, for a graph to be traceable). These conditions result in a linear time a…