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 81–90 of 177 papers

TitleStatusHype
Counterfactual Explanations for Model Ensembles Using Entropic Risk Measures—0
Counterfactual Explanations for Predictive Business Process Monitoring—0
Counterfactual Explanations via Riemannian Latent Space Traversal—0
Counterfactual Explanation via Search in Gaussian Mixture Distributed Latent Space—0
Algorithmic Recourse with Missing Values—0
Fast Real-time Counterfactual Explanations—0
Finding Counterfactual Explanations through Constraint Relaxations—0
Game-theoretic Counterfactual Explanation for Graph Neural Networks—0
Generally-Occurring Model Change for Robust Counterfactual Explanations—0
Global Graph Counterfactual Explanation: A Subgraph Mapping Approach—0
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