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Fairness

Papers

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Showing 4676–4700 of 5676 papers

TitleStatusHype
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
Causal Inference Tools for a Better Evaluation of Machine Learning—0
Causal Inference under Data Restrictions—0
Causal Inference with Deep Causal Graphs—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
Causally Driven Incremental Multi Touch Attribution Using a Recurrent Neural Network—0
Causally Fair Node Classification on Non-IID Graph Data—0
Causal Machine Learning: A Survey and Open Problems—0
Causal Mediation Analysis with Hidden Confounders—0
Causal Multi-Level Fairness—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