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Tag: topic/explainable-ai
7 items with this tag.
Oct 13, 2026
Janzing et al 2020 - Feature Relevance as a Causal Problem - Overview
source/ingested
topic/model-validation
topic/interpretability
topic/explainable-ai
topic/causal-inference
type/overview
doc/paper
Oct 13, 2026
Kumar et al - Additivity Axiom Limits for Non-Additive Models
source/ingested
topic/model-validation
topic/interpretability
topic/explainable-ai
type/theorem
doc/paper
Oct 13, 2026
Kumar et al - Conditional vs Interventional Shapley Catch-22
source/ingested
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
source/ingested
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
source/ingested
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
source/ingested
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