25 citations · 35 across the 2 of their papers we have counts for
2 papers
cs.LG2021★ 25 cited
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…
cs.LG2021★ 10 cited
Exact marginal prior distributions of finite Bayesian neural networks
Jacob A. Zavatone-Veth, Cengiz Pehlevan
Bayesian neural networks are theoretically well-understood only in the infinite-width limit, where Gaussian priors over network weights yield Gaussian priors over network outputs.…