Prior-Informed Neural Network Initialization: A Spectral Approach for Function Parameterizing Architectures

David Orlando Salazar Torres, Diyar Altinses, Andreas Schwung

Neural network architectures designed for function parameterization, such as the Bag-of-Functions (BoF) framework, bridge the gap between the expressivity of deep learning and the…