SOTAVerified

Fairness

Papers

Showing 10261050 of 5676 papers

TitleStatusHype
Algorithms for Fair Team Formation in Online Labour Marketplaces0
Constrained Classification and Policy Learning0
Constrained Online Decision-Making: A Unified Framework0
Consumer-side Fairness in Recommender Systems: A Systematic Survey of Methods and Evaluation0
Contrastive Fairness in Machine Learning0
Convex Fairness Constrained Model Using Causal Effect Estimators0
AutoTestForge: A Multidimensional Automated Testing Framework for Natural Language Processing Models0
AutoSlicer: Scalable Automated Data Slicing for ML Model Analysis0
Addressing Bias in Generative AI: Challenges and Research Opportunities in Information Management0
Automating Food Drop: The Power of Two Choices for Dynamic and Fair Food Allocation0
Algorithmic Unfairness through the Lens of EU Non-Discrimination Law: Or Why the Law is not a Decision Tree0
Investigating the Relationship Between Debiasing and Artifact Removal using Saliency Maps0
Consensus-based Participatory Budgeting for Legitimacy: Decision Support via Multi-agent Reinforcement Learning0
Automatic scoring of short answers using justification cues estimated by BERT0
Automatic Link Selection in Multi-Channel Multiple Access with Link Failures0
Algorithmic Tradeoffs in Fair Lending: Profitability, Compliance, and Long-Term Impact0
Algorithmic Stability in Fair Allocation of Indivisible Goods Among Two Agents0
Automatic Fairness Testing of Neural Classifiers through Adversarial Sampling0
Addressing Bias in Face Detectors using Decentralised Data collection with incentives0
Consensus and Subjectivity of Skin Tone Annotation for ML Fairness0
"Conservatives Overfit, Liberals Underfit": The Social-Psychological Control of Affect and Uncertainty0
Automatic Essay Scoring in a Brazilian Scenario0
Algorithmic Robustness0
Addressing Biases in the Texts using an End-to-End Pipeline Approach0
Automatic Counterfactual Augmentation for Robust Text Classification Based on Word-Group Search0
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Benchmark Results

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