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Исследования2026年9月12日
Breaking Predictions Is Not Enough: Specified-Foil Counterfactuals for Temporal Graphs
arXiv:2609.11170v1 Announce Type: new Abstract: Temporal graph counterfactual explanations typically change past events to change or invalidate an original prediction, while leaving its replacement unspecified. Yet a user facing a predicted outcome often asks which past…
Minwoo Yu, Young-guk Ha·arXiv — cs.AI
Original SourceKey Takeaways
- 01.arXiv:2609.11170v1 Announce Type: new Abstract: Temporal graph counterfactual explanations typically change past events to change or invalidate an original prediction, while leaving its replacement unspecified
- 02.Yet a user facing a predicted outcome often asks which past…
This material is provided as an extended analytical summary.
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