SOTAVerified

Fairness

Papers

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Showing 976–1000 of 5676 papers

TitleStatusHype
Causal Equal Protection as Algorithmic Fairness—0
Causal Explanations and XAI—0
Causal Fair Metric: Bridging Causality, Individual Fairness, and Adversarial Robustness—0
Causal Fairness Analysis—0
Causal Fairness for Outcome Control—0
Causal Fairness-Guided Dataset Reweighting using Neural Networks—0
Causal Fairness under Unobserved Confounding: A Neural Sensitivity Framework—0
Causal Feature Selection for Responsible Machine Learning—0
Causal foundations of bias, disparity and fairness—0
Causal Inference for Recommendation: Foundations, Methods and Applications—0
Causal Inference in Natural Language Processing: Estimation, Prediction, Interpretation and Beyond—0
Comparing Fair Ranking Metrics—0
Causal Inference under Data Restrictions—0
Causal Inference with Deep Causal Graphs—0
Avoiding Discrimination through Causal Reasoning—0
Causal Intervention for Fairness in Multi-behavior Recommendation—0
Causal Interventions for Fairness—0
Causality-Aided Trade-off Analysis for Machine Learning Fairness—0
Causality and "In-the-Wild" Video-Based Person Re-ID: A Survey—0
Causality-based Neural Network Repair—0
Causality in Neural Networks -- An Extended Abstract—0
Causality Is Key to Understand and Balance Multiple Goals in Trustworthy ML and Foundation Models—0
Causal Learning for Socially Responsible AI—0
Causal Learning for Trustworthy Recommender Systems: A Survey—0
A Video-based Detector for Suspicious Activity in Examination with OpenPose—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)99.86—Unverified
21D-CSNNPredictive Equality (age)97.8—Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)96.87—Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)98.97—Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)98.45—Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)98.68—Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)99.31—Unverified
#ModelMetricClaimedVerifiedStatus
1Neighbour LearningDegree of Bias (DoB)0.49—Unverified
#ModelMetricClaimedVerifiedStatus
1Neighbour LearningDegree of Bias (DoB)6.26—Unverified
#ModelMetricClaimedVerifiedStatus
1Neighbour LearningDegree of Bias (DoB)1.96—Unverified