notes.pdf
courses.maths.ox.ac.uk · 9,431 words · saved by 1 readers
N/A
University of Oxford Mathematical Institute Information Theory Sam Cohen 1 Michaelmas Term 2024 1 Notes adapted from those of Harald Oberhauser and Hanqing Jin. 2 Contents Introduction 5 1 Entropy, Divergence and Mutual Information 7 1.1 Basic definitions in…
related reading
- Visual Information Theory -- colah's blogcolah.github.io
- A Mathematical Theory of Communicationpeople.math.harvard.edu
- [2206.07867] A visual introduction to information theoryarxiv.org
- Kullback–Leibler divergence - Wikipediaen.wikipedia.org
- book.pdfinference.org.uk
- Visual Information Theory -- colah's blogcolah.github.io
- Six (and a half) intuitions for KL divergence — LessWronglesswrong.com
- Information entropy (Foundations of information theory: Part 2) - Matthew N. Bernsteinmbernste.github.io
- Gibbs' inequality - Wikipediaen.wikipedia.org
- Conditional entropy - Wikipediaen.wikipedia.org
- How Claude Shannon Invented the Future | Quanta Magazinequantamagazine.org
- [physics/0004057] 1 Introductionar5iv.labs.arxiv.org