Asymptotics of representation learning in finite Bayesian neural networks

Jacob A. Zavatone-Veth, Abdulkadir Canatar, Benjamin S. Ruben +1

Recent works have suggested that finite Bayesian neural networks may sometimes outperform their infinite cousins because finite networks can flexibly adapt their internal represent…