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Computer Science

Graph Representation Learning

William L. Hamilton

2020.9.15Synthesis Lectures on Artificial Intelligence and Machine Learning

DOI: 10.2200/s01045ed1v01y202009aim046

tlooto Summary

This work has shown that graph-structured data is ubiquitous throughout the natural and social sciences, from telecommunication networks to quantum chemistry, and building relational inductive biases into deep learnin...

Abstract

Abstract Graph-structured data is ubiquitous throughout the natural and social sciences, from telecommunication networks to quantum chemistry. Building relational inductive biases into deep learnin...

Citation format

HAMILTON, William L. Graph representation learning. Synthesis Lectures on Artificial Intelligence and Machine Learning, 2020.