Overview
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Explore the fascinating world of graph learning in this Richard M. Karp Distinguished Lecture delivered by Professor Floris Geerts from the University of Antwerp. Dive into the growing field of graph learning and its applications in drug discovery, social networks, and recommendation systems. Discover how graph learning methods maintain prediction consistency under graph isomorphisms through graph invariant operations. Gain insights into the theoretical analysis of graph learning's expressive power by examining connections between graph learning and database theory. Learn from Geerts' expertise in database theory, data quality, provenance, and graph learning, as he shares valuable perspectives on this cutting-edge topic. Understand the significance of the Richard M. Karp Distinguished Lectures in celebrating the contributions of Dick Karp to theoretical computer science and computational complexity.
Syllabus
The Power of Graph Learning | Richard M. Karp Distinguished Lecture
Taught by
Simons Institute