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 4150 of 177 papers

TitleStatusHype
Does It Make Sense to Explain a Black Box With Another Black Box?Code0
Model-Based Counterfactual Explanations Incorporating Feature Space Attributes for Tabular DataCode0
COIN: Counterfactual inpainting for weakly supervised semantic segmentation for medical imagesCode0
Enhancing Counterfactual Explanation Search with Diffusion Distance and Directional Coherence0
GreeDy and CoDy: Counterfactual Explainers for Dynamic Graphs0
Counterfactual Analysis of Neural Networks Used to Create Fertilizer Management ZonesCode0
Towards Non-Adversarial Algorithmic Recourse0
Fast Inference of Removal-Based Node InfluenceCode0
Verified Training for Counterfactual Explanation Robustness under Data Shift0
Introducing User Feedback-based Counterfactual Explanations (UFCE)Code0
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