Function Spaces Without Kernels: Learning Compact Hilbert Space Representations

Su Ann Low, Quentin Rommel, Kevin S. Miller +2

Function encoders are a recent technique that learn neural network basis functions to form compact, adaptive representations of Hilbert spaces of functions. We show that function e…