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Distribution-Dependent Weighted Union Bound †
In this paper, we deal with the classical Statistical Learning Theory’s problem of bounding, with high probability, the true risk [Formula: see text] of a hypothesis h chosen from a set [Formula: see text] of m hypotheses. The Union Bound (UB) allows one to state that [Formula: see text] where [Form...
| Autores principales: | , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
MDPI
2021
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7827710/ https://www.ncbi.nlm.nih.gov/pubmed/33445650 http://dx.doi.org/10.3390/e23010101 |