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Information-Theoretic Metrics of Higher-Order Interactions on Graphs

Offered By: Instituto de Física Interdisciplinar y Sistemas Complejos (IFISC) via YouTube

Tags

Information Theory Courses Data Science Courses Graph Theory Courses Complex Systems Courses Entropy Courses Network Analysis Courses Statistical Physics Courses Mutual Information Courses

Course Description

Overview

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Explore information-theoretic metrics for analyzing higher-order interactions on graphs in this 19-minute lecture from the Instituto de Física Interdisciplinar y Sistemas Complejos (IFISC). Delve into advanced concepts and methodologies used to quantify complex relationships within graph structures, gaining insights into the application of information theory in network analysis. Learn how these metrics can reveal intricate patterns and dependencies that go beyond pairwise connections, enhancing understanding of complex systems across various scientific disciplines.

Syllabus

Information-theoretic metrics of higher-order interactions on graphs


Taught by

Instituto de Física Interdisciplinar y Sistemas Complejos (IFISC)

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