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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 131–140 of 177 papers

TitleStatusHype
Enhancing Counterfactual Explanation Search with Diffusion Distance and Directional Coherence—0
Enhancing Counterfactual Image Generation Using Mahalanobis Distance with Distribution Preferences in Feature Space—0
Evaluating counterfactual explanations using Pearl's counterfactual method—0
Explainability for Machine Learning Models: From Data Adaptability to User Perception—0
Explainable bank failure prediction models: Counterfactual explanations to reduce the failure risk—0
Explainable Image Classification with Evidence Counterfactual—0
Explaining Model Confidence Using Counterfactuals—0
Explaining Predictions from Tree-based Boosting Ensembles—0
Explaining the Black-box Smoothly- A Counterfactual Approach—0
Faithful Counterfactual Visual Explanations (FCVE)—0
Show:102550
← PrevPage 14 of 18Next →

No leaderboard results yet.