Large Data Limit of the MBO Scheme for Data Clustering

The MBO scheme is a highly performant used for data clustering and other applications in machine learning. We report on the first theoretical studies of large limit. Our results relate (i) final state to minimal surfaces manifold (ii) dynamics steepest descent surfaces, which mean curvature flow. tools employed are variational methods viscosity solution techniques (ii).