In this episode, we explore the relationship between Machine Learning and Statistical Mechanics with the guidance of Alia Abbara. This conversation centers around her PhD dissertation and we cover such topics as the relationship between statistics and physics, the long legacy of physics on machine learning, and the role of physical intuition in the future of machine learning.
Find her original paper here: https://tel.archives-ouvertes.fr/tel-03497407/document