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A Review of Partial Information Decomposition in Algorithmic Fairness and Explainability
Partial Information Decomposition (PID) is a body of work within information theory that allows one to quantify the information that several random variables provide about another random variable, either individually (unique information), redundantly (shared information), or only jointly (synergisti...
| Autores principales: | , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
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MDPI
2023
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| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10217569/ https://www.ncbi.nlm.nih.gov/pubmed/37238550 http://dx.doi.org/10.3390/e25050795 |