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Minimum Description Length Codes Are Critical
In the Minimum Description Length (MDL) principle, learning from the data is equivalent to an optimal coding problem. We show that the codes that achieve optimal compression in MDL are critical in a very precise sense. First, when they are taken as generative models of samples, they generate samples...
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| Published in: | Entropy (Basel) |
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| Main Authors: | , , |
| Format: | Artigo |
| Language: | Inglês |
| Published: |
MDPI
2018
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| Subjects: | |
| Online Access: | https://ncbi.nlm.nih.gov/pmc/articles/PMC7512318/ https://ncbi.nlm.nih.gov/pubmed/33265844 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/e20100755 |
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