ENTITY
KernelSHAP
KernelSHAP
PulseAugur coverage of KernelSHAP — every cluster mentioning KernelSHAP across labs, papers, and developer communities, ranked by signal.
Total · 30d
2
2 over 90d
Releases · 30d
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0 over 90d
Papers · 30d
2
2 over 90d
TIER MIX · 90D
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SENTIMENT · 30D
1 day(s) with sentiment data
RECENT · PAGE 1/1 · 2 TOTAL
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New theory defines limits for AI explanation methods
Researchers have developed a new theoretical framework to understand the limitations of masking-based AI explanation methods like KernelSHAP and LIME. By modeling the explanation process as communication over a query ch…
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Researchers develop Shapley value explainers for temporal graph neural networks
Researchers have developed two new model-agnostic explainers for Temporal Graph Neural Networks (TGNNs), utilizing Shapley and Owen values. These methods aim to make the predictions of TGNNs, which combine spatial and t…