Status Updates From Information Theory, Inferen...

Information Theory, Inference, and Learning Algorithms
by

David J.C. MacKay

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Lempel-Ziv coding

Note from Mackay: given any ergodic source (one that is memoryless on sufficiently long timescales), the Lempel-Ziv algorithm can be proven asymptotically to compress down to the entropy of the source.

…and… a general purpose compressor that can discover the probability distribution of any source would be a general purpose artificial intelligence. (not yet exist)

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