Robust Optimization and Inference on Manifolds

Lizhen Lin, Drew Lazar, Bayan Sarpabayeva +1

We propose a robust and scalable procedure for general optimization and inference problems on manifolds leveraging the classical idea of `median-of-means' estimation. This is motiv…