Limit theorem for persistence diagrams
九州確率論セミナー
開催期間
2017.7.14(金)
16:00 ~ 17:30
16:00 ~ 17:30
場所
九州大学 伊都キャンパス ウエスト1号館 中セミナー室 W1-D-725
講演者
白井 朋之 (九大IMI)
概要
Abstract:
Persistent homology appeared around 2000 as an algebraic method which measures topological features of objects or point cloud data. Recently, much attention has been paid to it in the context of Topological Data Analysis (TDA). Persistent homology describes, roughly speaking, the birth and death of topological feature (connected components, holes, voids, and so on) by using the so-called persistence diagrams. In this talk, we discuss a limit theorem for persistence diagrams for filtrations built over stationary point processes. (Joint work with T. K. Duy and Y. Hiraoka)