Kernel method for persistence diagrams via kernel embedding and weight factor

Genki Kusano, Kenji Fukumizu, Yasuaki Hiraoka

Topological data analysis is an emerging mathematical concept for characterizing shapes in multi-scale data. In this field, persistence diagrams are widely used as a descriptor of…