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Janzing et al 2020 Feature Relevance as a Causal Problem
Folder: Research/Model-Validation-and-Interpretability/Explanations,-Causality-and-Proxies/Janzing-et-al-2020---Feature-Relevance-as-a-Causal-Problem
9 items under this folder.
Oct 13, 2026
Janzing 2020 - Baseline Attribution Axioms and Integrated Gradients
source/ingested
topic/model-validation
topic/interpretability
type/definition
type/theorem
doc/paper
Oct 13, 2026
Janzing 2020 - Conclusions, Limitations and Model-vs-World Attribution
source/ingested
topic/model-validation
topic/interpretability
topic/causal-inference
type/concept
doc/paper
Oct 13, 2026
Janzing 2020 - Conditional vs Marginal Dropping of Features
source/ingested
topic/model-validation
topic/interpretability
topic/causal-inference
type/definition
type/concept
doc/paper
Oct 13, 2026
Janzing 2020 - Inputs as Causes - Interventional Equals Marginal Expectation
source/ingested
topic/model-validation
topic/interpretability
topic/causal-inference
type/theorem
type/concept
doc/paper
Oct 13, 2026
Janzing 2020 - Irrelevant-Feature Example and Failure of Sensitivity
source/ingested
topic/model-validation
topic/interpretability
type/theorem
type/example
doc/paper
Oct 13, 2026
Janzing 2020 - KernelSHAP vs SHAPR Experiments
source/ingested
topic/model-validation
topic/interpretability
topic/simulation
type/example
type/concept
method/shap
doc/paper
Oct 13, 2026
Janzing 2020 - Symmetry Axiom Objection and Reply
source/ingested
topic/model-validation
topic/interpretability
type/example
type/theorem
doc/paper
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
Index: Janzing et al 2020 - Feature Relevance as a Causal Problem
type/index
source/ingested
topic/model-validation