Optimizing Graph Neural Network Training on Large Graphs

Graphs can be used to represent many important classes of structured real-world data. For this reason, there has been an increase of research interest in various machine learning approaches to solve tasks such as link prediction and node property prediction. Graph Neural Network models demonstrate g...

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Bibliographic Details
Main Author: Stathas, Nickolas
Other Authors: Leiserson, Charles E.
Format: Thesis
Published: Massachusetts Institute of Technology 2022
Online Access:https://hdl.handle.net/1721.1/138975

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