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 111120 of 177 papers

TitleStatusHype
Robust Stochastic Graph Generator for Counterfactual Explanations0
Self-eXplainable AI for Medical Image Analysis: A Survey and New Outlooks0
Semi-supervised counterfactual explanations0
TDLS: A Top-Down Layer Searching Algorithm for Generating Counterfactual Visual Explanation0
The Dark Side of Explanations: Poisoning Recommender Systems with Counterfactual Examples0
Towards Fine-Grained Interpretability: Counterfactual Explanations for Misclassification with Saliency Partition0
Towards Non-Adversarial Algorithmic Recourse0
Transcending XAI Algorithm Boundaries through End-User-Inspired Design0
Model-Agnostic Explanations using Minimal Forcing Subsets0
Verified Training for Counterfactual Explanation Robustness under Data Shift0
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