SOTAVerified

Fairness

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1801–1825 of 5676 papers

TitleStatusHype
Learn to be Fair without Labels: a Distribution-based Learning Framework for Fair Ranking—0
FedSAC: Dynamic Submodel Allocation for Collaborative Fairness in Federated LearningCode0
Understanding Intrinsic Socioeconomic Biases in Large Language Models—0
Hate Speech Detection with Generalizable Target-aware FairnessCode0
Towards Clinical AI Fairness: Filling Gaps in the Puzzle—0
Can We Trust Recommender System Fairness Evaluation? The Role of Fairness and RelevanceCode0
The Impossibility of Fair LLMs—0
Post-Fair Federated Learning: Achieving Group and Community Fairness in Federated Learning via Post-processing—0
Bias in Motion: Theoretical Insights into the Dynamics of Bias in SGD Training—0
Back to the Drawing Board for Fair Representation Learning—0
Low-rank finetuning for LLMs: A fairness perspective—0
Single-Loop Stochastic Algorithms for Difference of Max-Structured Weakly Convex Functions—0
Probabilistically Plausible Counterfactual Explanations with Normalizing Flows—0
FUGNN: Harmonizing Fairness and Utility in Graph Neural NetworksCode0
Exploring Fairness in Educational Data Mining in the Context of the Right to be Forgotten—0
Advancing Cultural Inclusivity: Optimizing Embedding Spaces for Balanced Music Recommendations—0
Probabilistic Verification of Neural Networks using Branch and BoundCode0
A Mobility Equity Metric for Multi-Modal Intelligent Transportation Systems—0
Conditioning on Time is All You Need for Synthetic Survival Data GenerationCode0
On Fairness of Low-Rank Adaptation of Large ModelsCode0
Causal Concept Graph Models: Beyond Causal Opacity in Deep LearningCode0
Guaranteeing Accuracy and Fairness under Fluctuating User Traffic: A Bankruptcy-Inspired Re-ranking Approach—0
Revisit, Extend, and Enhance Hessian-Free Influence Functions—0
Mind the Gap: A Causal Perspective on Bias Amplification in Prediction & Decision-Making—0
Quantifying the Cross-sectoral Intersecting Discrepancies within Multiple Groups Using Latent Class Analysis Towards Fairness—0
Show:102550
← PrevPage 73 of 228Next →
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