Frank Nielsen

franknielsen.github.io

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Machine Learning, AI, Distances, Information Theory, Information Geometry, HPC.
Motto: Invariant structures are the only constants in change! @SonyCSL

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Frank Nielsen @FrnkNlsn · Aug 12, 2023

From Twitter

A very unique textbook "Information theory, inference and learning algorithms" by Sir MacKay combining Information Theory with Machine Learning.
Nicely written! Book PDF freely available at: 👉https://inference.org.uk/itila/book.html

Book Jun 15, 2002

Information Theory, Inference and Learning Algorithms

by David J.C. MacKay

Recommended by 3 people

4 mentions

Frank Nielsen @FrnkNlsn · Jul 29, 2023

From Twitter

Highly recommended 🆓 PDF book: "Algorithms" by Jeff Erickson with many nice figures and exercises! https://jeffe.cs.illinois.edu/teaching/algorithms/ Nice subtle cover page design too!

Book Jun 13, 2019

Algorithms

by Jeff Erickson

Recommended by 1 person

1 mention

Frank Nielsen @FrnkNlsn · Jun 5, 2023

From Twitter

🆓 recommended open access PDF book on "Algorithms" by Jeff Erickson with many nice figures and exercises! 👉

Book Dec 1, 2013

Algorithms

by Jeff Erickson

Recommended by 1 person

1 mention

Frank Nielsen @FrnkNlsn · Apr 12, 2023

From Twitter

🎉Exciting new book published this month by Prof. Steffen Lauritzen on mathematical statistics. Prof. Lauritzen co-edited "Differential Geometry in Statistical Inference" (1987) with a chapter on "Statistical manifolds", information geometry (M,g,∇) 👉

Book Feb 8, 2023

Fundamentals of Mathematical Statistics (Chapman & Hall/CRC Texts in Statistical Science) : Lauritzen, Steffen: Amazon.com.tr: Kitap

by Steffen Lauritzen

Recommended by 1 person

1 mention