Episode 58: There is physics in deep learning!

Episode 53 of the Data Science at Home podcast, hosted by Francesco Gadaleta, titled "Episode 58: There is physics in deep learning!" was published on April 30, 2019 and runs 19 minutes.

April 30, 2019 ·19m · Data Science at Home

Summary

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.

Episode Description