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 141150 of 177 papers

TitleStatusHype
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
GreeDy and CoDy: Counterfactual Explainers for Dynamic Graphs0
Grounding Counterfactual Explanation of Image Classifiers to Textual Concept Space0
"How to make them stay?" -- Diverse Counterfactual Explanations of Employee Attrition0
If Only We Had Better Counterfactual Explanations: Five Key Deficits to Rectify in the Evaluation of Counterfactual XAI Techniques0
Improving Model Understanding and Trust with Counterfactual Explanations of Model Confidence0
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