Improving Learning to Optimize Using Parameter Symmetries

Guy Zamir, Aryan Dokania, Bo Zhao +1

We analyze a learning-to-optimize (L2O) algorithm that exploits parameter space symmetry to enhance optimization efficiency. Prior work has shown that jointly learning symmetry tra…