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Information theory deals with mathematical laws that govern the flow, representation, and transmission of information, just as the field of physics concerns laws that govern the behavior of the physical universe. The foundation was made in the…

This groundbreaking book transcends traditional machine learning approaches by introducing information measurement methodologies that revolutionize the field.
Stemming from a UC Berkeley seminar on experimental design for machine learning tasks,…