The Importance of Understanding Deep Learning.

Some machine learning models, in particular deep neural networks (DNNs), are not very well understood; nevertheless, they are frequently used in science. Does this lack of understanding pose a problem for using DNNs to understand empirical phenomena? Emily Sullivan has recently argued that understan...

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Bibliographic Details

Published in:	Erkenntnis Vol. 89; no. 5; pp. 1823 - 1841
Main Authors:	Räz, Tim, Beisbart, Claus
Format:	Article
Published:	Springer Nature Jun2024
Subjects:	Artificial neural networks Deep learning Machine learning
Online Access:	View this record in EBSCOhost