Logistic Regression & Information Theory
In fall 2018, I was taking courses on convex optimization and on natural language processing. When learning about Maximum Entropy Markov Models, I was curious how the term "maximum entropy" came about, so I decided to do some research of my own. Check out the PDF below to learn more about the connections between information theory, optimization theory, and logistic regression.
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