During inspiring 2019 talks connecting neural networks and Gaussian processes (GPs) by , , and , I thought "sounds just like quantum field theory (QFT)." A year later, we've finally completed our work!
Suuuuper interesting talk by this morning on applying EFT methods to neural networks. The analogy is amazingly close and you can make real progress! Looking forward to digging into the preprint
I'm very excited about the direction of research by et al, revealing a correspondence between deep neural networks and Wilsonian Effective Field Theory