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 121130 of 177 papers

TitleStatusHype
Improving Model Understanding and Trust with Counterfactual Explanations of Model Confidence0
OmniXAI: A Library for Explainable AICode2
MACE: An Efficient Model-Agnostic Framework for Counterfactual ExplanationCode2
DualCF: Efficient Model Extraction Attack from Counterfactual Explanations0
Integrating Prior Knowledge in Post-hoc Explanations0
Global Counterfactual Explanations: Investigations, Implementations and ImprovementsCode1
Finding Counterfactual Explanations through Constraint Relaxations0
Making Heads or Tails: Towards Semantically Consistent Visual CounterfactualsCode1
Conceptual Edits as Counterfactual ExplanationsCode0
Counterfactual Explanations for Predictive Business Process Monitoring0
Show:102550
← PrevPage 13 of 18Next →

No leaderboard results yet.