18 - Session 18 (Tutorial 5) [ID:39564]
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Gesperrt clipDauer
01:27:55 Min
Aufnahmedatum
2021-12-20
Hochgeladen am
2021-12-20 18:26:05
Sprache
en-US
This is the recording of Session 18 given on Monday Dec. 20, 2021. In this session, we give a tutorial on information measures of multiple variable, such as mutual information and conditional entropy. We also study the important inequality of Data Processing. The contents are consistent with Chapter 5 of the tutorial manuscript.
Tags
coding
Information entropy
Bayesian Inference
Mutual Information
Information Theory
Shannon's Theorems
Channel Capacity
Message Passing
Sum-Product Algorithm
Source Coding
Channel Coding