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06/27/2023
An Empirical Evaluation of the Rashomon Effect in Explainable Machine Learning
The Rashomon Effect describes the following phenomenon: for a given data...
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06/09/2023
Expectation-Complete Graph Representations with Homomorphisms
We investigate novel random graph embeddings that can be computed in exp...
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04/06/2023
Retention Is All You Need
Skilled employees are usually seen as the most important pillar of an or...
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09/02/2022
A New Aligned Simple German Corpus
"Leichte Sprache", the German counterpart to Simple English, is a regula...
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07/08/2022
Hidden Schema Networks
Most modern language models infer representations that, albeit powerful,...
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10/22/2021
Graph Filtration Kernels
The majority of popular graph kernels is based on the concept of Haussle...
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05/21/2021
Explainable Machine Learning with Prior Knowledge: An Overview
This survey presents an overview of integrating prior knowledge into mac...
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01/20/2021
A Generalized Weisfeiler-Lehman Graph Kernel
The Weisfeiler-Lehman graph kernels are among the most prevalent graph k...
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08/05/2020
Multiple Texts as a Limiting Factor in Online Learning: Quantifying (Dis-)similarities of Knowledge Networks across Languages
We test the hypothesis that the extent to which one obtains information ...
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09/05/2017