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
Causal Explanation of Convolutional Neural NetworksCode0
Counterfactual Explainable RecommendationCode1
CARE: Coherent Actionable Recourse based on Sound Counterfactual ExplanationsCode0
TDLS: A Top-Down Layer Searching Algorithm for Generating Counterfactual Visual Explanation0
CARLA: A Python Library to Benchmark Algorithmic Recourse and Counterfactual Explanation AlgorithmsCode1
A Sparsity Algorithm with Applications to Corporate Credit Rating0
Counterfactual Explanations in Sequential Decision Making Under UncertaintyCode1
Exploring Counterfactual Explanations Through the Lens of Adversarial Examples: A Theoretical and Empirical Analysis0
Counterfactual Explanations for Survival Prediction of Cardiovascular ICU PatientsCode0
Optimal Counterfactual Explanations in Tree EnsemblesCode1
Show:102550
← PrevPage 15 of 18Next →

No leaderboard results yet.