Edit Distance and Persistence Diagrams Over Lattices
Offered By: Applied Algebraic Topology Network via YouTube
Course Description
Overview
Explore a comprehensive lecture on the development of a functorial pipeline for persistent homology. Delve into the intricacies of adapting filtered simplicial complexes indexed by finite lattices to produce persistence diagrams through Mobius inversion. Discover how the Reeb graph edit distance is adapted to create a stable pipeline, addressing two major challenges in persistent homology: multiparameter persistent homology and functoriality of persistence diagrams. Learn about the collaborative work between Amit Patel and PhD student Alex McCleary, presented as part of the "Topological Data Analysis - Theory and Applications" workshop supported by the Tutte Institute and Western University.
Syllabus
Amit Patel (5/1/21): Edit Distance and Persistence Diagrams Over Lattices
Taught by
Applied Algebraic Topology Network
Related Courses
From Trees to Barcodes and Back Again - Combinatorial and Geometric PerspectivesApplied Algebraic Topology Network via YouTube Persistent Homology for Infinite Complexes - Extending Theory to Infinite CW Complexes
Applied Algebraic Topology Network via YouTube Topological Data Analysis in Economic Context - Property Tax Maps
Applied Algebraic Topology Network via YouTube Generalized Morse Theory of Distance Functions to Surfaces for Persistent Homology
Applied Algebraic Topology Network via YouTube Analyzing Point Processes Using Topological Data Analysis
Applied Algebraic Topology Network via YouTube