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Predicting and explaining with machine learning models: Social science as a touchstone · Study

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ArticlePredicting and explaining with machine learning models: Social science as a touchstone

Oliver Buchholz2023

Article2023

Predicting and explaining with machine learning models: Social science as a touchstone

Oliver Buchholz · Thomas Grote

15 citations·0/0 files stored·Studies in History and Philosophy of Science Part A

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Philosophy and History of Science Ethics and Social Impacts of AI Explainable Artificial Intelligence (XAI)

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References

2019Dissecting racial bias in an algorithm used to manage the health of populations 2015Stanford Encyclopedia of Philosophy 2002Agent-based modeling: Methods and techniques for simulating human systems 2007The black swan: the impact of the highly improbable 2004Making things happen: a theory of causal explanation 1948Studies in the Logic of Explanation 2010To Explain or to Predict?2017Fair Prediction with Disparate Impact: A Study of Bias in Recidivism Prediction Instruments

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Year2023

Typearticle

Published2023-10-31

VenueStudies in History and Philosophy of Science Part A

ISSN-L0039-3681

Languageen

Citations15

Files0 public / 0

ShelfPhilosophy and History of Science

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doi10.1016/j.shpsa.2023.10.004

openalex_workW4388064706

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