A contribution of the epistemology of models to AI: Invited contribution to the Workshop#2 on "AI for Digital Humanities and Computational Social Sciences"
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28 octobre 2019
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- handle: 10670/1.agok1s
- hal: hal-02327314
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Natural science Sciences Science of scienceCiter ce document
Franck Varenne, « A contribution of the epistemology of models to AI: Invited contribution to the Workshop#2 on "AI for Digital Humanities and Computational Social Sciences" », HAL-SHS : philosophie, ID : 10670/1.agok1s
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In this short presentation of a work in progress - conducted with Christophe Denis (LIP6, Sorbonne University) - I will show how an epistemology focusing on the plurality of knowledge functions of scientific models, on their distinctive criteria, while emphasizing their reciprocal articulations and determinations, can help to clarify the current demand for explainability and interpretability in AI and machine learning.