Riemannian Bilevel Optimization

Sanchayan Dutta, Xiang Cheng, Suvrit Sra

We develop new algorithms for Riemannian bilevel optimization. We focus in particular on batch and stochastic gradient-based methods, with the explicit goal of avoiding second-orde…