SOTAVerified

Fairness

Papers

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Showing 726–750 of 5676 papers

TitleStatusHype
The Impact of Generalization Techniques on the Interplay Among Privacy, Utility, and Fairness in Image Classification—0
Navigating Towards Fairness with Data Selection—0
p-Mean Regret for Stochastic BanditsCode0
Linear Programming based Approximation to Individually Fair k-Clustering with Outliers—0
FairGP: A Scalable and Fair Graph Transformer Using Graph PartitioningCode0
Who's the (Multi-)Fairest of Them All: Rethinking Interpolation-Based Data Augmentation Through the Lens of MulticalibrationCode0
Analyzing Fairness of Computer Vision and Natural Language Processing Models—0
Towards Fair Graph Neural Networks via Graph Counterfactual without Sensitive Attributes—0
Analyzing Fairness of Classification Machine Learning Model with Structured Dataset—0
When Can Memorization Improve Fairness?—0
SPRec: Leveraging Self-Play to Debias Preference Alignment for Large Language Model-based RecommendationsCode1
Uplift modeling with continuous treatments: A predict-then-optimize approachCode0
Towards Robust and Fair Vision Learning in Open-World Environments—0
Multimodal Approaches to Fair Image Classification: An Ethical Perspective—0
Coverage-based Fairness in Multi-document SummarizationCode0
Diversity Drives Fairness: Ensemble of Higher Order Mutants for Intersectional Fairness of Machine Learning Software—0
RAZOR: Sharpening Knowledge by Cutting Bias with Unsupervised Text RewritingCode0
FaceX: Understanding Face Attribute Classifiers through Summary Model ExplanationsCode0
Generative Adversarial Reviews: When LLMs Become the Critic—0
Political-LLM: Large Language Models in Political Science—0
Undergraduate Course Allocation through Competitive Markets—0
Can large language models be privacy preserving and fair medical coders?—0
Achieving Group Fairness through Independence in Predictive Process MonitoringCode0
Differentially Private Random Feature ModelCode0
Fair Diagnosis: Leveraging Causal Modeling to Mitigate Medical Bias—0
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All datasetsBAF – BaseBAF – Variant IBAF – Variant IIBAF – Variant IIIBAF – Variant IVBAF – Variant VDiveFaceMORPHUTKFace

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