The Little Book of Generative AI Foundations: An Intuitive Mathematical Primer 事件

The Little Book of Generative AI Foundations: An Intuitive Mathematical Primer arXiv:2605.29713v1 Announce Type: cross Abstract: This book provides a compact, derivation-oriented introduction to the mathematical foundations of modern generative artificial intelligence. Rather than surveying every recent architecture or implementation detail, it develops a coherent route through the ideas connecting major families of generative models, from PCA, probabilistic PCA, variational autoencoders, and d