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Utilizing Information Bottleneck to Evaluate the Capability of Deep Neural Networks for Image Classification †
Inspired by the pioneering work of the information bottleneck (IB) principle for Deep Neural Networks’ (DNNs) analysis, we thoroughly study the relationship among the model accuracy, [Formula: see text] and [Formula: see text] , where [Formula: see text] and [Formula: see text] are the mutual inform...
| Autores principales: | , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
MDPI
2019
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7514945/ https://www.ncbi.nlm.nih.gov/pubmed/33267170 http://dx.doi.org/10.3390/e21050456 |