SOTAVerified

Fairness

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1201–1250 of 5676 papers

TitleStatusHype
Friends in Unexpected Places: Enhancing Local Fairness in Federated Learning through Clustering—0
Inference-Time Selective Debiasing—0
Fairness Definitions in Language Models ExplainedCode1
To which reference class do you belong? Measuring racial fairness of reference classes with normative modelingCode0
Achieving interpretable machine learning by functional decomposition of black-box models into explainable predictor effects—0
FairAIED: Navigating Fairness, Bias, and Ethics in Educational AI Applications—0
Ontology of Belief Diversity: A Community-Based Epistemological Approach—0
Machine Learning for Fairness-Aware Load Shedding: A Real-Time Solution via Identifying Binding Constraints—0
Exploring Bengali Religious Dialect Biases in Large Language Models with Evaluation Perspectives—0
Long-term Fairness in Ride-Hailing Platform—0
Dataset Distribution Impacts Model Fairness: Single vs. Multi-Task Learning—0
Hidden or Inferred: Fair Learning-To-Rank with Unknown DemographicsCode0
Open Challenges on Fairness of Artificial Intelligence in Medical Imaging Applications—0
Multimodal Machine Learning in Mental Health: A Survey of Data, Algorithms, and Challenges—0
On ADMM in Heterogeneous Federated Learning: Personalization, Robustness, and FairnessCode0
Articulation Work and Tinkering for Fairness in Machine Learning—0
Merit-based Fair Combinatorial Semi-Bandit with Unrestricted Feedback DelaysCode0
PUFFLE: Balancing Privacy, Utility, and Fairness in Federated LearningCode0
Collaborative Mean Estimation Among Heterogeneous Strategic Agents: Individual Rationality, Fairness, and Truthful Contribution—0
FairViT: Fair Vision Transformer via Adaptive MaskingCode0
Implementing Fairness in AI Classification: The Role of Explainability—0
AI for All: Identifying AI incidents Related to Diversity and Inclusion—0
Justified Fairness in House Allocation Problems: two Characterizations of Strategy-proof Mechanisms—0
Thinking Racial Bias in Fair Forgery Detection: Models, Datasets and EvaluationsCode1
Fair Overlap Number of Balls (Fair-ONB): A Data-Morphology-based Undersampling Method for Bias Reduction—0
Score Normalization for Demographic Fairness in Face Recognition—0
Reexamining Racial Disparities in Automatic Speech Recognition Performance: The Role of Confounding by Provenance—0
Data-Algorithm-Architecture Co-Optimization for Fair Neural Networks on Skin Lesion Dataset—0
Synthetic Counterfactual Faces—0
Privacy-preserving gradient-based fair federated learning—0
A Comprehensive Review of Recommender Systems: Transitioning from Theory to PracticeCode1
A Scalable and Generalized Deep Learning Framework for Anomaly Detection in Surveillance Videos—0
A Comprehensive Sustainable Framework for Machine Learning and Artificial Intelligence—0
The Better Angels of Machine Personality: How Personality Relates to LLM SafetyCode0
Mutual Information Guided Optimal Transport for Unsupervised Visible-Infrared Person Re-identification—0
A Unifying Post-Processing Framework for Multi-Objective Learn-to-Defer ProblemsCode0
Towards AI-Powered Video Assistant Referee System (VARS) for Association FootballCode2
Are Linear Regression Models White Box and Interpretable?—0
A Benchmark for Fairness-Aware Graph Learning—0
Fairly Accurate: Optimizing Accuracy Parity in Fair Target-Group Detection—0
Rethinking Fair Graph Neural Networks from Re-balancingCode1
EARN Fairness: Explaining, Asking, Reviewing, and Negotiating Artificial Intelligence Fairness Metrics Among Stakeholders—0
Mechanistic interpretability of large language models with applications to the financial services industry—0
Balancing the Scales: Reinforcement Learning for Fair ClassificationCode0
An Actionable Framework for Assessing Bias and Fairness in Large Language Model Use CasesCode3
A Survey of Defenses against AI-generated Visual Media: Detection, Disruption, and Authentication—0
A Self-Supervised Learning Pipeline for Demographically Fair Facial Attribute Classification—0
Explainable artificial intelligence in breast cancer detection and risk prediction: A systematic scoping review—0
Toward Automatic Group Membership Annotation for Group Fairness Evaluation—0
Open (Clinical) LLMs are Sensitive to Instruction PhrasingsCode0
Show:102550
← PrevPage 25 of 114Next →
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