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Fairness

Papers

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Showing 826–850 of 5676 papers

TitleStatusHype
An Empirical Analysis of Fairness Notions under Differential Privacy—0
Addressing Fairness in Classification with a Model-Agnostic Multi-Objective Algorithm—0
Bias Beyond English: Evaluating Social Bias and Debiasing Methods in a Low-Resource Setting—0
Causal Discovery for Fairness—0
A Brief Guide to Designing and Evaluating Human-Centered Interactive Machine Learning—0
A Bandit-Based Algorithm for Fairness-Aware Hyperparameter Optimization—0
Balanced House Allocation—0
An Empirical Study of Accuracy, Fairness, Explainability, Distributional Robustness, and Adversarial Robustness—0
Biased Models Have Biased Explanations—0
Biases in Edge Language Models: Detection, Analysis, and Mitigation—0
Biases in Expected Goals Models Confound Finishing Ability—0
Bias, Fairness, and Accountability with AI and ML Algorithms—0
BiasFilter: An Inference-Time Debiasing Framework for Large Language Models—0
Load Balancing in Federated Learning—0
An Empirical Study of Modular Bias Mitigators and Ensembles—0
Bias in AI-systems: A multi-step approach—0
Biasing & Debiasing based Approach Towards Fair Knowledge Transfer for Equitable Skin Analysis—0
Bias in Language Models: Beyond Trick Tests and Toward RUTEd Evaluation—0
Balanced Filtering via Disclosure-Controlled Proxies—0
Bias in Motion: Theoretical Insights into the Dynamics of Bias in SGD Training—0
Bias in Unsupervised Anomaly Detection in Brain MRI—0
Bias Mitigation Framework for Intersectional Subgroups in Neural Networks—0
Bias Mitigation in Fine-tuning Pre-trained Models for Enhanced Fairness and Efficiency—0
FairCal: Fairness Calibration for Face Verification—0
BadFair: Backdoored Fairness Attacks with Group-conditioned Triggers—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