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Mathematical Introduction to Deep Learning: Methods, Implementations, and Theory(arxiv.org)
412 points by Anon84 | 132 comments
arXiv listing for a book by Jentzen, Kuckuck, and von Wurstemberger giving a mathematically rigorous introduction to deep learning methods, implementations, and theory.
Differential Transformer(arxiv.org)
525 points by weirdcat | 166 comments
arXiv paper introducing Diff Transformer, which computes attention as the difference of two softmax maps to cancel noise and improve long-context modeling and reduce hallucination.
An Introduction to Graph Theory(arxiv.org)
222 points by Anon84 | 20 comments






