Clustering with Tangles - Machine Learning and Signal Processing on Graphs
Centre International de Rencontres Mathématiques via YouTube
Overview
Syllabus
Introduction
Example
Partitions
Intuition
Formal framework
Agreement parameter
Approach
Cost function
Simple example
Postprocessing tangles
Soft hierarchical dendrogram
Interpretable cuts
Stochastic block model
Gaussian mixture model
Number of cuts
Theoretical guarantees
Gaussian mixtures
Applications
Taught by
Centre International de Rencontres Mathématiques