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 6170 of 177 papers

TitleStatusHype
Generating Survival Interpretable Trajectories and DataCode0
Graph Style Transfer for Counterfactual ExplainabilityCode0
Fast Inference of Removal-Based Node InfluenceCode0
CARE: Coherent Actionable Recourse based on Sound Counterfactual ExplanationsCode0
Supervised Feature Compression based on Counterfactual AnalysisCode0
Counterfactual Explanation and Instance-Generation using Cycle-Consistent Generative Adversarial NetworksCode0
Calculating and Visualizing Counterfactual Feature Importance ValuesCode0
Counterfactual Explanation Algorithms for Behavioral and Textual DataCode0
Analyzing and Improving the Robustness of Tabular Classifiers using Counterfactual ExplanationsCode0
DreaMR: Diffusion-driven Counterfactual Explanation for Functional MRICode0
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