Chen Lan

The Physics Foundations of AI: Part I

These lecture notes introduce the basic ideas and mathematical foundations of artificial intelligence from the viewpoint of physics, with particular emphasis on the deep connection between statistical mechanics and machine learning. Although traditionally regarded as distinct fie...