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Hypothesizing an algorithm from one example: the role of specificity

Statistical machine learning usually achieves high-accuracy models by employing tens of thousands of examples. By contrast, both children and adult humans typically learn new concepts from either one or a small number of instances. The high data efficiency of human learning is not easily explained i...

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Detalles Bibliográficos
Autor principal: Muggleton FREng, S. H.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Royal Society 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10239681/
https://www.ncbi.nlm.nih.gov/pubmed/37271175
http://dx.doi.org/10.1098/rsta.2022.0046

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