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Conformal prediction under feedback covariate shift for biomolecular design
Many applications of machine-learning methods involve an iterative protocol in which data are collected, a model is trained, and then outputs of that model are used to choose what data to consider next. For example, a data-driven approach for designing proteins is to train a regression model to pred...
| Autores principales: | , , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
National Academy of Sciences
2022
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9618043/ https://www.ncbi.nlm.nih.gov/pubmed/36256807 http://dx.doi.org/10.1073/pnas.2204569119 |