Rochefort-Maranda, Guillaume and Liu, Mo (2019) Finding True Clusters: On the Importance of Simplicity in Science. [Preprint]
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Abstract
Parametric and dimensional simplicity are not indicators of truth but the methodological principle that urges us to pay attention to such notions of simplicity is truth conducive}. The truth that we are looking for are specific geometrical shapes and we know which algorithm can find which shape provided that we pay attention to parametric and dimensional simplicity.
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| Item Type: | Preprint | |||||||||
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| Keywords: | simplicity; truth; science; machine learning; clustering; unsupervised | |||||||||
| Subjects: | Specific Sciences > Artificial Intelligence | |||||||||
| Depositing User: | Dr. Guillaume Rochefort-Maranda | |||||||||
| Date Deposited: | 04 Mar 2019 02:31 | |||||||||
| Last Modified: | 04 Mar 2019 02:31 | |||||||||
| Item ID: | 15785 | |||||||||
| Subjects: | Specific Sciences > Artificial Intelligence | |||||||||
| Date: | 2 February 2019 | |||||||||
| URI: | https://philsci-archive.pitt.edu/id/eprint/15785 |
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