Width-Robust Learnability in Mean-Field Bayesian Neural Networks

Dmitry Vaintrob, Kaarel Hänni

Infinite-width limits are a standard way to reason about neural networks, but it is not automatic that the limiting learner has the same complexity-theoretic inductive bias as larg…