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Understanding the Effect of GCN Convolutions in Regression Tasks

Juntong Chen, Johannes Schmidt-Hieber, Claire Donnat, Olga Klopp. Understanding the Effect of GCN Convolutions in Regression Tasks. In Yingzhen Li, Stephan Mandt, Shipra Agrawal 0001, Mohammad Emtiyaz Khan, editors, International Conference on Artificial Intelligence and Statistics, AISTATS 2025, Mai Khao, Thailand, 3-5 May 2025. Volume 258 of Proceedings of Machine Learning Research, pages 4573-4581, PMLR, 2025. [doi]

Authors

Juntong Chen

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Johannes Schmidt-Hieber

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Claire Donnat

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Olga Klopp

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