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Data and its (dis)contents: A survey of dataset development and use in machine learning research
In this work, we survey a breadth of literature that has revealed the limitations of predominant practices for dataset collection and use in the field of machine learning. We cover studies that critically review the design and development of datasets with a focus on negative societal impacts and poo...
| Autores principales: | , , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Elsevier
2021
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8600147/ https://www.ncbi.nlm.nih.gov/pubmed/34820643 http://dx.doi.org/10.1016/j.patter.2021.100336 |