SOTAVerified

Fairness

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 4151–4175 of 5676 papers

TitleStatusHype
Modelling the long-term fairness dynamics of data-driven targeted help on job seekers—0
Long Term Fairness for Minority Groups via Performative Distributionally Robust Optimization—0
Long-term Fairness For Real-time Decision Making: A Constrained Online Optimization Approach—0
Long-Term Fairness Inquiries and Pursuits in Machine Learning: A Survey of Notions, Methods, and Challenges—0
Long-term Fairness in Ride-Hailing Platform—0
Long-Term Fairness with Unknown Dynamics—0
Group Retention when Using Machine Learning in Sequential Decision Making: the Interplay between User Dynamics and Fairness—0
Looking Beyond What You See: An Empirical Analysis on Subgroup Intersectional Fairness for Multi-label Chest X-ray Classification Using Social Determinants of Racial Health Inequities—0
Looking for Fairness in Recommender Systems—0
Lookism: The overlooked bias in computer vision—0
Loss Minimization through the Lens of Outcome Indistinguishability—0
Loss Minimization Yields Multicalibration for Large Neural Networks—0
Noise Correction on Subjective Datasets—0
Low-Degree Multicalibration—0
Low-rank finetuning for LLMs: A fairness perspective—0
L_q regularization for Fairness AI robust to sampling bias—0
LTCXNet: Advancing Chest X-Ray Analysis with Solutions for Long-Tailed Multi-Label Classification and Fairness Challenges—0
LTLf Synthesis with Fairness and Stability Assumptions—0
LumiCRS: Asymmetric Contrastive Prototype Learning for Long-Tail Conversational Movie Recommendation—0
MAB-Based Channel Scheduling for Asynchronous Federated Learning in Non-Stationary Environments—0
Machine Decisions and Human Consequences—0
Machine Generated Text: A Comprehensive Survey of Threat Models and Detection Methods—0
Machine Intelligence at the Edge with Learning Centric Power Allocation—0
Machine Learning Fairness for Depression Detection using EEG Data—0
Machine Learning Fairness in Justice Systems: Base Rates, False Positives, and False Negatives—0
Show:102550
← PrevPage 167 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