File:GNN representational limits.png
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Size of this preview: 586 × 600 pixels. Other resolutions: 235 × 240 pixels | 469 × 480 pixels | 750 × 768 pixels | 1,001 × 1,024 pixels | 2,001 × 2,048 pixels | 3,430 × 3,510 pixels.
Original file (3,430 × 3,510 pixels, file size: 502 KB, MIME type: image/png)
Summary
| Description |
English: Different graphs that cannot be distinguished by the Weisfeiler-Leman (WL) test. Since Graph Neural Networks (GNN) are proven to be no more expressive than the WL test, a GNN cannot distinguish these two graphs. |
| Date | |
| Source | Own work |
| Author | NickDiCicco |
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| Date/Time | Thumbnail | Dimensions | User | Comment | |
|---|---|---|---|---|---|
| current | 18:01, 30 June 2022 | | 3,430 × 3,510 (502 KB) | wikimediacommons>NickDiCicco | Correction to the image cropping |
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