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Introduction:
Abstract
Outline
Define Entropy:
Definition
Properties
Example
Motivation:
Why optimize?
Why not ML?
Why entropy?
Details:
Formal definition
Lagrange
Example
Estimation
Case Study:
LM Estimation
MaxEnt Solution
Issues
Conclusions:
Applications
Summary
References