Subsampling Confidence Bound for Persistent Diagram via Time-delay Embedding

Donghyun Park, Junhyun An, Taehyoung Kim +1

Time-delay embedding is a fundamental technique in Topological Data Analysis (TDA) for reconstructing the phase space dynamics of time-series data. Persistent homology effectively…