An expository survey showing how optimization, probability, optimal transport, and differential equations underpin modern deep learning and generative AI.
Learning theory from first principles
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The Mathematics of Artificial Intelligence
An expository survey showing how optimization, probability, optimal transport, and differential equations underpin modern deep learning and generative AI.