Semantic rate-distortion theory shows that under closure fidelity the rate-distortion function depends only on the irredundant core, yielding zero-distortion rates strictly below classical entropy and semantic leverage in source-channel coding.
Extended blahut-arimoto algorithm for semantic rate-distortion function
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Semantic Rate-Distortion Theory: Deductive Compression and Closure Fidelity
Semantic rate-distortion theory shows that under closure fidelity the rate-distortion function depends only on the irredundant core, yielding zero-distortion rates strictly below classical entropy and semantic leverage in source-channel coding.
- Rate-Distortion Theory for Deductive Sources under Closure Fidelity