fixed-point
Approximating fixed points of parameterized families of functions using neural networks
Description
Many problems in optimization and inference involve finding the fixed point of a function f, parameterized by the input t, using iterative methods. This repository is a proof-of-concept for calculating the fixed point of the parameterized function ft from t in constant time, by approximating the function taking t to the fixed point of ft using neural networks.