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 www.jeremykun.com
Singular Value Decomposition Part 2: Theorem, Proof, Algorithm || Math ? Programming
| | bartwronski.com
Light transport matrices, SVD, spectral analysis, and matrix completion | Bart Wronski
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| | Singular components of a light transport matrix - for an explanation of what's going on - keep on reading! In this post Ill describe a small hike into the landscape of using linear algebra methods for analyzing seemingly non-algebraic problems, like light transport. This is very common in some domains of computer science / electrical
| | francisbach.com
Sums-of-squares for dummies: a view from the Fourier domain - Machine Learning Research Blog
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| | matthewmcateer.me
The Math Behind ML (the important stuff) - matthewmcateer.me
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| | Important mathematical prerequisites for getting into Machine Learning, Deep Learning, or any of the other space
| | windowsontheory.org
A blitz through classical statistical learning theory - Windows On Theory
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| Previous post: ML theory with bad drawings Next post: What do neural networks learn and when do they learn it, see also all seminar posts and course webpage. Lecture video (starts in slide 2 since I hit record button 30 seconds too late - sorry!) - slides (pdf) - slides (Powerpoint with ink and animation)...