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A theoretical analysis based on causal inference and single-instance learning
Although using single-instance learning methods to solve multi-instance problems has achieved excellent performance in many tasks, the reasons for this success still lack a rigorous theoretical explanation. In particular, the potential relation between the number of causal factors (also called causa...
| Autores principales: | , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Springer US
2022
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8884416/ https://www.ncbi.nlm.nih.gov/pubmed/35250175 http://dx.doi.org/10.1007/s10489-022-03193-0 |