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Variational Information Bottleneck for Semi-Supervised Classification
In this paper, we consider an information bottleneck (IB) framework for semi-supervised classification with several families of priors on latent space representation. We apply a variational decomposition of mutual information terms of IB. Using this decomposition we perform an analysis of several re...
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| Published in: | Entropy (Basel) |
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| Main Authors: | , , , , |
| Format: | Artigo |
| Language: | Inglês |
| Published: |
MDPI
2020
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| Subjects: | |
| Online Access: | https://ncbi.nlm.nih.gov/pmc/articles/PMC7597214/ https://ncbi.nlm.nih.gov/pubmed/33286710 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/e22090943 |
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