Tag: mathematical foundation
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Hacker News: Long Convolutions via Polynomial Multiplication
Source URL: https://hazyresearch.stanford.edu/blog/2023-12-11-conv-tutorial Source: Hacker News Title: Long Convolutions via Polynomial Multiplication Feedly Summary: Comments AI Summary and Description: Yes Summary: This text delves into the intricacies of long convolutions, particularly in the context of AI models like GPT, and reveals how they can be computed efficiently using concepts from polynomial theory and Fast Fourier…
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Hacker News: Breaking CityHash64, MurmurHash2/3, wyhash, and more
Source URL: https://orlp.net/blog/breaking-hash-functions/ Source: Hacker News Title: Breaking CityHash64, MurmurHash2/3, wyhash, and more Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text provides an extensive analysis of the security implications of various hash functions, focusing on their vulnerability to attacks. It discusses the mathematical foundations of hash functions, their roles in computer security,…
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Hacker News: Novel Architecture Makes Neural Networks More Understandable
Source URL: https://www.quantamagazine.org/novel-architecture-makes-neural-networks-more-understandable-20240911/ Source: Hacker News Title: Novel Architecture Makes Neural Networks More Understandable Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses a novel type of neural network called Kolmogorov-Arnold networks (KANs), designed to enhance the interpretability and transparency of artificial intelligence models. This innovation holds particular relevance for fields like…