Non-equilibrium thermodynamics: from chemical reactions to machine learning

Luigi Del Debbio (University of Edinburgh) - Statistical Field Theory of Neural Networks

24 Apr 2025, 10:15

45m

Room 4305 (Higgs Centre Seminar Room)

Speaker

Luigi Del Debbio (The University of Edinburgh)

Description

I discuss some recent results about the possibility to describe Machine Learning using Statistical Field Theory. After presenting the foundations of this description, I will focus on the training process using Gradient Descent.