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 161170 of 177 papers

TitleStatusHype
Peek Inside the Closed World: Evaluating Autoencoder-Based Detection of DDoS to Cloud0
Private Counterfactual Retrieval0
PUPAE: Intuitive and Actionable Explanations for Time Series Anomalies0
Ranking Counterfactual Explanations0
Robust Counterfactual Explanations under Model Multiplicity Using Multi-Objective Optimization0
Robust Stochastic Graph Generator for Counterfactual Explanations0
Self-eXplainable AI for Medical Image Analysis: A Survey and New Outlooks0
Semi-supervised counterfactual explanations0
TDLS: A Top-Down Layer Searching Algorithm for Generating Counterfactual Visual Explanation0
The Dark Side of Explanations: Poisoning Recommender Systems with Counterfactual Examples0
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