Information Bottleneck Approach to Predictive Inference
This paper synthesizes a recent line of work on automated predictive model making inspired by Rate-Distortion theory, in particular by the Information Bottleneck method. Predictive inference is interpreted as a strategy for efficient communication. The relationship to thermodynamic efficiency is dis...
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| Format: | Article |
| Language: | English |
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MDPI AG
2014-02-01
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| Series: | Entropy |
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| Online Access: | http://www.mdpi.com/1099-4300/16/2/968 |