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 141150 of 177 papers

TitleStatusHype
Conceptual Edits as Counterfactual ExplanationsCode0
Counterfactual Explanations for Predictive Business Process Monitoring0
Analyzing and Improving the Robustness of Tabular Classifiers using Counterfactual ExplanationsCode0
MCCE: Monte Carlo sampling of realistic counterfactual explanationsCode0
Counterfactual Explanations for Models of CodeCode0
Counterfactual Explanation of Brain Activity Classifiers using Image-to-Image Transfer by Generative Adversarial Network0
Text Counterfactuals via Latent Optimization and Shapley-Guided SearchCode0
Causal Explanation of Convolutional Neural NetworksCode0
CARE: Coherent Actionable Recourse based on Sound Counterfactual ExplanationsCode0
TDLS: A Top-Down Layer Searching Algorithm for Generating Counterfactual Visual Explanation0
Show:102550
← PrevPage 15 of 18Next →

No leaderboard results yet.