Exercises in Applied Mathematics With a View toward Information Theory, Machine Learning, Wavelets, and Statistical Physics / by Daniel Alpay.

Exercises in Applied Mathematics With a View toward Information Theory, Machine Learning, Wavelets, and Statistical Physics /

This text presents a collection of mathematical exercises with the aim of guiding readers to study topics in statistical physics, equilibrium thermodynamics, information theory, and their various connections. It explores essential tools from linear algebra, elementary functional analysis, and probab...

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Bibliographic Details
Main Author: Alpay, Daniel (Author)
Corporate Author: SpringerLink (Online service)
Format: Electronic eBook
Language:English
Published: Cham : Springer International Publishing : Imprint: Birkhäuser, 2024.
Edition:1st ed. 2024.
Series:Chapman Mathematical Notes,
Subjects:
Algebras, Linear.
Probabilities.
Machine learning.
Harmonic analysis.
Statistical Physics.
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