Projected Regression Methods for Inverting Fredholm Integrals: Formalism and Application to Analytical Continuation

Louis-Francois Arsenault, Richard Neuberg, Lauren A. Hannah +1

We present a machine learning approach to the inversion of Fredholm integrals of the first kind. The approach provides a natural regularization in cases where the inverse of the Fr…