Rate-distortion theory
In this post, I will summarize Shannon’s rate-distortion theory, including some self-contained definitions and proofs to the converse and direction part of t...
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Noisy-channel coding theorem
Here is my second attempt to understand the proof for the channel coding theorem. My initial exposure to this concept was through Professor Amos Lapidoth’s l...