SOTAVerified

Counterfactual Explanation

Returns a contrastive argument that permits to achieve the desired class, e.g., “to obtain this loan, you need XXX of annual revenue instead of the current YYY”

Papers

Showing 111–120 of 177 papers

TitleStatusHype
Robust Stochastic Graph Generator for Counterfactual Explanations—0
Self-eXplainable AI for Medical Image Analysis: A Survey and New Outlooks—0
Semi-supervised counterfactual explanations—0
TDLS: A Top-Down Layer Searching Algorithm for Generating Counterfactual Visual Explanation—0
The Dark Side of Explanations: Poisoning Recommender Systems with Counterfactual Examples—0
Towards Fine-Grained Interpretability: Counterfactual Explanations for Misclassification with Saliency Partition—0
Towards Non-Adversarial Algorithmic Recourse—0
Transcending XAI Algorithm Boundaries through End-User-Inspired Design—0
Model-Agnostic Explanations using Minimal Forcing Subsets—0
Verified Training for Counterfactual Explanation Robustness under Data Shift—0
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