SOTAVerified

Fairness

Papers

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Showing 3976–4000 of 5676 papers

TitleStatusHype
From Utilitarian to Rawlsian Designs for Algorithmic Fairness—0
Proportionally Fair Clustering—0
Optimized Score Transformation for Consistent Fair Classification—0
Achieving Fairness in Determining Medicaid Eligibility through Fairgroup Construction—0
Metric Learning for Individual Fairness—0
Weighted Envy-Freeness in Indivisible Item Allocation—0
Verifiable Fairness: Privacy-preserving Computation of Fairness for Machine Learning Systems—0
Load Balancing in Federated Learning—0
AI for All: Identifying AI incidents Related to Diversity and Inclusion—0
Ontology of Belief Diversity: A Community-Based Epistemological Approach—0
Fair Risk Minimization under Causal Path-Specific Effect Constraints—0
Fairness and Bias Mitigation in Computer Vision: A Survey—0
Randomized Transport Plans via Hierarchical Fully Probabilistic Design—0
Investigating the Relationship Between Debiasing and Artifact Removal using Saliency Maps—0
Bias and Generalizability of Foundation Models across Datasets in Breast Mammography—0
From Embeddings to Accuracy: Comparing Foundation Models for Radiographic Classification—0
Fairness-aware Anomaly Detection via Fair Projection—0
MPMA: Preference Manipulation Attack Against Model Context Protocol—0
Equal is Not Always Fair: A New Perspective on Hyperspectral Representation Non-Uniformity—0
EMO-Debias: Benchmarking Gender Debiasing Techniques in Multi-Label Speech Emotion Recognition—0
The World of AI: A Novel Approach to AI Literacy for First-year Engineering Students—0
Ensuring Reliability of Curated EHR-Derived Data: The Validation of Accuracy for LLM/ML-Extracted Information and Data (VALID) Framework—0
Learning-Based Multiuser Scheduling in MIMO-OFDM Systems with Hybrid Beamforming—0
Towards Fair Representation: Clustering and Consensus—0
Societal AI Research Has Become Less Interdisciplinary—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