Bilevel optimization for learning hyperparameters: Application to solving PDEs and inverse problems with Gaussian processes

Nicholas H. Nelsen, Houman Owhadi, Andrew M. Stuart +2

Methods for solving scientific computing and inference problems, such as kernel- and neural network-based approaches for partial differential equations (PDEs), inverse problems, an…