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Kumar et al 2020 Problems with Shapley Value Explanations
Folder: Research/Model-Validation-and-Interpretability/Explanations,-Causality-and-Proxies/Kumar-et-al-2020---Problems-with-Shapley-Value-Explanations
7 items under this folder.
Oct 13, 2026
Kumar et al - Additivity Axiom Limits for Non-Additive Models
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topic/model-validation
topic/interpretability
topic/explainable-ai
type/theorem
doc/paper
Oct 13, 2026
Kumar et al - Conditional vs Interventional Shapley Catch-22
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topic/model-validation
topic/interpretability
topic/explainable-ai
topic/causal-inference
type/theorem
type/concept
doc/paper
Oct 13, 2026
Kumar et al - Shapley Values as Contrastive and Actionable Explanations
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topic/model-validation
topic/interpretability
topic/explainable-ai
type/concept
type/example
doc/paper
Oct 13, 2026
Kumar et al - Shapley Values in Normative Model Evaluation
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topic/model-validation
topic/interpretability
topic/explainable-ai
type/concept
type/example
doc/paper
Oct 13, 2026
Kumar et al 2020 - Problems with Shapley-Value Explanations - Overview
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topic/model-validation
topic/interpretability
topic/explainable-ai
topic/causal-inference
type/overview
doc/paper
Oct 13, 2026
Shapley Values and SHAP Value Functions
source/ingested
topic/model-validation
topic/interpretability
topic/explainable-ai
type/definition
type/concept
doc/paper
Oct 13, 2026
Index: Kumar et al 2020 - Problems with Shapley-Value Explanations
type/index
source/ingested
topic/model-validation