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 8190 of 177 papers

TitleStatusHype
Counterfactual Explanations for Model Ensembles Using Entropic Risk Measures0
Counterfactual Explanations for Predictive Business Process Monitoring0
Counterfactual Explanations via Riemannian Latent Space Traversal0
Counterfactual Explanation via Search in Gaussian Mixture Distributed Latent Space0
Algorithmic Recourse with Missing Values0
Fast Real-time Counterfactual Explanations0
Finding Counterfactual Explanations through Constraint Relaxations0
Game-theoretic Counterfactual Explanation for Graph Neural Networks0
Generally-Occurring Model Change for Robust Counterfactual Explanations0
Global Graph Counterfactual Explanation: A Subgraph Mapping Approach0
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