No Change, No Gain: Empowering Graph Neural Networks with Expected Model Change Maximization for Active Learning

No Change, No Gain: Empowering Graph Neural Networks with Expected Model Change Maximization for Active Learning

Item #:: 075280-2058
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DOI: https://doi.org/10.52202/075280-2058
Author(s): Irwin King, Zixing Song, Yifei Zhang
Pages: 47511-47526 (16 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 36
Date/Location: Held 10-16 December 2023, New Orleans, Louisiana, USA.
Series: Advances in Neural Information Processing Systems 36
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)

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Tab 4

DOI: https://doi.org/10.52202/075280-2058
Author(s): Irwin King, Zixing Song, Yifei Zhang
Pages: 47511-47526 (16 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 36
Date/Location: Held 10-16 December 2023, New Orleans, Louisiana, USA.
Series: Advances in Neural Information Processing Systems 36
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)