Finding True Clusters: On the Importance of Simplicity in Science.

The main point of this paper is to underscore the link between simplicity and truth in an unsupervised machine learning context. More precisely, we argue that parametric and dimensional simplicity are not indicators of truth but the methodological principle that urges us to pay attention to such not...

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Detalles Bibliográficos
Publicado en:Erkenntnis Vol. 87; no. 5; pp. 2081 - 2097
Autores principales: Rochefort-Maranda, Guillaume, Liu, Mo
Formato: Artículo
Publicado: Springer Nature Oct2022
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Acceso en línea:Ver este registro en EBSCOhost