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 131140 of 177 papers

TitleStatusHype
Counterfactual Explainer Framework for Deep Reinforcement Learning Models Using Policy DistillationCode0
Counterfactual Analysis of Neural Networks Used to Create Fertilizer Management ZonesCode0
Text Counterfactuals via Latent Optimization and Shapley-Guided SearchCode0
Text-to-Image Models for Counterfactual Explanations: a Black-Box ApproachCode0
TraCE: Trajectory Counterfactual Explanation ScoresCode0
Conceptual Edits as Counterfactual ExplanationsCode0
COMRECGC: Global Graph Counterfactual Explainer through Common RecourseCode0
Fast Inference of Removal-Based Node InfluenceCode0
Ordered Counterfactual Explanation by Mixed-Integer Linear OptimizationCode0
Supervised Feature Compression based on Counterfactual AnalysisCode0
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