Persistent-Homology-based Machine Learning and its Applications -- A Survey

Chi Seng Pun, Kelin Xia, Si Xian Lee

A suitable feature representation that can both preserve the data intrinsic information and reduce data complexity and dimensionality is key to the performance of machine learning…