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08/30/2023
survex: an R package for explaining machine learning survival models
Due to their flexibility and superior performance, machine learning mode...
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08/22/2023
Exploration of the Rashomon Set Assists Trustworthy Explanations for Medical Data
The machine learning modeling process conventionally culminates in selec...
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07/15/2023
Explainable AI with counterfactual paths
Explainable AI (XAI) is an increasingly important area of research in ma...
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02/26/2023
Performance is not enough: a story of the Rashomon's quartet
Predictive modelling is often reduced to finding the best model that opt...
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02/25/2023
HADES: Homologous Automated Document Exploration and Summarization
This paper introduces HADES, a novel tool for automatic comparative docu...
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11/10/2022
Climate Policy Tracker: Pipeline for automated analysis of public climate policies
The number of standardized policy documents regarding climate policy and...
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08/23/2022