T-SCE generalizes structural causal explanations to temporal and interactive settings by building recursive explanation trees over time-indexed variables.
Asymmetric shapley values: incorporating causal knowledge into model-agnostic explainability, 2021
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Causal Explanations Over Time: Articulated Reasoning for Interactive Environments
T-SCE generalizes structural causal explanations to temporal and interactive settings by building recursive explanation trees over time-indexed variables.