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 kawine.github.io
Word Embedding Analogies: Understanding King - Man + Woman = Queen | Kawin Ethayarajh
| | francisbach.com
Unraveling spectral properties of kernel matrices - I - Machine Learning Research Blog
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| | jxmo.io
Introduction to variational autoencoders - Jack Morris
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| | A primer on variational autoencoders (VAEs) culminating in a PyTorch implementation of a VAE with discrete latents.
| | 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)...
| | francisbach.com
Rethinking SGD's noise - II: Implicit Bias - Machine Learning Research Blog
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