SOTAVerified

Fairness

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 976–1000 of 5676 papers

TitleStatusHype
Trained Models Tell Us How to Make Them Robust to Spurious Correlation without Group AnnotationCode0
Post-hoc Study of Climate Microtargeting on Social Media Ads with LLMs: Thematic Insights and Fairness Evaluation—0
GLEE: A Unified Framework and Benchmark for Language-based Economic EnvironmentsCode0
Social Choice for Heterogeneous Fairness in Recommendation—0
Collapsed Language Models Promote FairnessCode0
Unveiling the Impact of Local Homophily on GNN Fairness: In-Depth Analysis and New Benchmarks—0
Towards TMA-Based Transmissive RIS Transceiver Enabled Downlink Communication Networks: A Consensus-ADMM Approach—0
A Survey on Group Fairness in Federated Learning: Challenges, Taxonomy of Solutions and Directions for Future ResearchCode0
Group Fairness in Peer Review—0
Understanding Decision Subjects' Engagement with and Perceived Fairness of AI Models When Opportunities of Qualification Improvement Exist—0
Overcoming Representation Bias in Fairness-Aware data Repair using Optimal Transport—0
PFGuard: A Generative Framework with Privacy and Fairness Safeguards—0
Minimax Group Fairness in Strategic Classification—0
Fair Decentralized LearningCode0
Harm Ratio: A Novel and Versatile Fairness Criterion—0
Achieving Fairness in Predictive Process Analytics via Adversarial Learning—0
Conformal Prediction Sets Can Cause Disparate ImpactCode0
EAB-FL: Exacerbating Algorithmic Bias through Model Poisoning Attacks in Federated LearningCode0
FairlyUncertain: A Comprehensive Benchmark of Uncertainty in Algorithmic Fairness—0
Causal Inference Tools for a Better Evaluation of Machine Learning—0
ProxiMix: Enhancing Fairness with Proximity Samples in Subgroups—0
Fair4Free: Generating High-fidelity Fair Synthetic Samples using Data Free Distillation—0
Fair Class-Incremental Learning using Sample Weighting—0
Deep Learning and Machine Learning, Advancing Big Data Analytics and Management: Unveiling AI's Potential Through Tools, Techniques, and Applications—0
Explainable Multi-Stakeholder Job Recommender Systems—0
Show:102550
← PrevPage 40 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