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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 4150 of 177 papers

TitleStatusHype
COIN: Counterfactual inpainting for weakly supervised semantic segmentation for medical imagesCode0
Generating Survival Interpretable Trajectories and DataCode0
Generating collective counterfactual explanations in score-based classification via mathematical optimizationCode0
Counterfactual Explanations for Graph Classification Through the Lenses of DensityCode0
GANMEX: One-vs-One Attributions Guided by GAN-based Counterfactual Explanation BaselinesCode0
Generating Likely Counterfactuals Using Sum-Product NetworksCode0
Graph Style Transfer for Counterfactual ExplainabilityCode0
Choose your Data Wisely: A Framework for Semantic CounterfactualsCode0
Explaining Groups of Points in Low-Dimensional RepresentationsCode0
CeFlow: A Robust and Efficient Counterfactual Explanation Framework for Tabular Data using Normalizing FlowsCode0
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