Cargando…
Information Bottleneck Analysis by a Conditional Mutual Information Bound
Task-nuisance decomposition describes why the information bottleneck loss [Formula: see text] is a suitable objective for supervised learning. The true category y is predicted for input x using latent variables z. When n is a nuisance independent from y, [Formula: see text] can be decreased by reduc...
| Autores principales: | , |
|---|---|
| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
MDPI
2021
|
| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8391358/ https://www.ncbi.nlm.nih.gov/pubmed/34441114 http://dx.doi.org/10.3390/e23080974 |