YoVDO

Universality of Persistence Diagrams and Bottleneck & Wasserstein Distances

Offered By: Applied Algebraic Topology Network via YouTube

Tags

Applied Algebraic Topology Courses Data Analysis Courses Wasserstein Distances Courses Persistence Diagrams Courses

Course Description

Overview

Explore the mathematical concepts of persistence diagrams and their associated metrics in this 28-minute lecture. Delve into the universality of persistence diagrams and gain a deeper understanding of bottleneck and Wasserstein distances. Learn how these tools are applied in topological data analysis and their significance in capturing the shape and structure of data. Discover the theoretical foundations and practical applications of these concepts as presented by Alex Elchesen from the Applied Algebraic Topology Network.

Syllabus

Alex Elchesen (1/14/21): Universality of Persistence Diagrams and Bottleneck & Wasserstein Distances


Taught by

Applied Algebraic Topology Network

Related Courses

Žiga Virk - Information Encoded in Persistence Diagrams
Applied Algebraic Topology Network via YouTube Persistence in Functional Topology
Applied Algebraic Topology Network via YouTube Massimo Ferri - Selection of Points in Persistence Diagrams
Applied Algebraic Topology Network via YouTube Comparing Neural Networks via Generalized Persistence
Applied Algebraic Topology Network via YouTube Yulia Gel - Topological Clustering of Multilayer Networks
Applied Algebraic Topology Network via YouTube