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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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04/17/2023
Energy Efficiency Considerations for Popular AI Benchmarks
Advances in artificial intelligence need to become more resource-aware a...
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01/22/2023
Explainable Quantum Machine Learning
Methods of artificial intelligence (AI) and especially machine learning ...
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01/19/2023
Shapley Values with Uncertain Value Functions
We propose a novel definition of Shapley values with uncertain value fun...
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05/21/2021
Yes We Care! – Certification for Machine Learning Methods through the Care Label Framework
Machine learning applications have become ubiquitous. Their applications...
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05/21/2021