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

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Showing 31–40 of 177 papers

TitleStatusHype
Latent Diffusion Autoencoders: Toward Efficient and Meaningful Unsupervised Representation Learning in Medical ImagingCode1
Counterfactual Explainable RecommendationCode1
On the Robustness of Sparse Counterfactual Explanations to Adverse PerturbationsCode1
Distributional Counterfactual Explanations With Optimal TransportCode1
Finding Regions of Counterfactual Explanations via Robust OptimizationCode1
Counterfactual Explanations for Model Ensembles Using Entropic Risk Measures—0
A Sparsity Algorithm with Applications to Corporate Credit Rating—0
Counterfactual Explanations for Predictive Business Process Monitoring—0
Comprehensible Counterfactual Explanation on Kolmogorov-Smirnov Test—0
A Mathematical Programming Approach to Optimal Classification Forests—0
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