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 8190 of 177 papers

TitleStatusHype
Algorithmic Recourse with Missing Values0
A New Class of Explanations for Classifiers with Non-Binary Features0
counterfactuals: An R Package for Counterfactual Explanation Methods0
GNNUERS: Fairness Explanation in GNNs for Recommendation via Counterfactual ReasoningCode0
The Effect of Counterfactuals on Reading Chest X-raysCode1
CeFlow: A Robust and Efficient Counterfactual Explanation Framework for Tabular Data using Normalizing FlowsCode0
Semi-supervised counterfactual explanations0
Adversarial Counterfactual Visual ExplanationsCode1
Explaining Model Confidence Using Counterfactuals0
Intriguing Property and Counterfactual Explanation of GAN for Remote Sensing Image GenerationCode0
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