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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...
Autor principal: | Muggleton FREng, S. H. |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
The Royal Society
2023
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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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