SEMINARIO

Machine Learning in Madrid

When: Lunes 28 de septiembre, 12h

Where: https://conecta.csic.es/b/mar-3xv-yqf

Who: Peio Ibarrondo (UAM)

Title: Stochastic Gradient Descent and Fokker Planck equation

Abstract: In this talk, one of the main learning processes of Machine Learning will be studied, namely, Stochastic Gradient Descent. After a stochastic approximation of the learning iteration, it will be shown that SGD performs variational inference by analysing the associated Fokker-Planck equation.