Functional Gradient Descent with Adaptive Representations

Daniel Csillag, Rodrigo Schuller, Pedro Dall'Antonia +3

Functional optimization problems are typically solved by optimizing the parameters of a fixed representation, such as a neural network, resulting in highly nonconvex losses that co…