Bregman-Hausdorff divergence: strengthening the connections between computational geometry and machine learning

Tuyen Pham, Hana Dal Poz Kouřimská, Hubert Wagner

The purpose of this paper is twofold. On a technical side, we propose an extension of the Hausdorff distance from metric spaces to spaces equipped with asymmetric distance measures…