7 citations · 13 across the 3 of their papers we have counts for
3 papers
cs.LG2021★ 2 cited
Feature Synergy, Redundancy, and Independence in Global Model Explanations using SHAP Vector Decomposition
Jan Ittner, Lukasz Bolikowski, Konstantin Hemker +1
We offer a new formalism for global explanations of pairwise feature dependencies and interactions in supervised models. Building upon SHAP values and SHAP interaction values, our…
cs.IR2013★ 4 cited
Large scale citation matching using Apache Hadoop
Mateusz Fedoryszak, Dominika Tkaczyk, Łukasz Bolikowski
During the process of citation matching links from bibliography entries to referenced publications are created. Such links are indicators of topical similarity between linked texts…
physics.soc-ph2009★ 7 cited
Scale-free topology of the interlanguage links in Wikipedia
Łukasz Bolikowski
The interlanguage links in Wikipedia connect pages on the same subject written in different languages. In theory, each connected component should be a clique and cover one topic. H…