Episode 58: There is physics in deep learning!

30/04/2019 19 min Episodio 53
Episode 58: There is physics in deep learning!

Listen "Episode 58: There is physics in deep learning!"

Episode Synopsis

There is a connection between gradient descent based optimizers and the dynamics of damped harmonic oscillators. What does that mean? We now have a better theory for optimization algorithms.
In this episode I explain how all this works.
All the formulas I mention in the episode can be found in the post The physics of optimization algorithms
Enjoy the show.