The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence) cover image

Graph ML Research at Twitter with Michael Bronstein - #394

The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)

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Exploring Graph Isomorphism and Neural Network Expressivity

This chapter explores graph isomorphism and the capabilities of graph neural networks using the KWL hierarchy of tests. It highlights the limitations of binary classifications in real-world applications and advocates for metrics that measure the degree of similarity between graphs.

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