How to use evolutionary strategies for online AutoML

17/10/2022 1h 1min
How to use evolutionary strategies for online AutoML

Listen "How to use evolutionary strategies for online AutoML"

Episode Synopsis

Today we’re talking to Cedric Kulbach about online learning, the challenges of doing it properly, why it is so promising, how it’s connected to evolutionary strategies, and recent advances in the field that can help to unlock these promises.We then discuss the close connection between online learning and AutoML systems, and we explore a recent framework that he recently published, called EvoAutoML.Cedric is a PhD student at Karlsruhe Institute of Technology, in Germany, where was defending his thesis 2 days after we spoke!You can find his paper here: https://hal.inria.fr/hal-03667231/document