SOTAVerified

Fairness

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 4801–4825 of 5676 papers

TitleStatusHype
Legally grounded fairness objectives—0
On the Problem of Underranking in Group-Fair RankingCode0
Understanding Fairness of Gender Classification Algorithms Across Gender-Race Groups—0
Fair Meta-Learning For Few-Shot Classification—0
Multi-Agent Deep Reinforcement Learning Based Trajectory Planning for Multi-UAV Assisted Mobile Edge Computing—0
Unfairness Discovery and Prevention For Few-Shot Regression—0
The Struggles of Feature-Based Explanations: Shapley Values vs. Minimal Sufficient Subsets—0
Rank-Based Multi-task Learning for Fair Regression—0
Achieving Proportionality up to the Maximin Item with Indivisible Goods—0
What Role Do Intelligent Reflecting Surfaces Play in Multi-Antenna Non-Orthogonal Multiple Access?—0
Group Fairness by Probabilistic Modeling with Latent Fair Decisions—0
Learning Emotional-Blinded Face Representations—0
Strategy Proof Mechanisms for Facility Location in Euclidean and Manhattan Space—0
Evaluating and Mitigating Bias in Image Classifiers: A Causal Perspective Using Counterfactuals—0
Utility Maximization for Large-Scale Cell-Free Massive MIMO Downlink—0
Fairness Constraints in Semi-supervised Learning—0
Active Fairness Instead of Unawareness—0
Justicia: A Stochastic SAT Approach to Formally Verify FairnessCode0
Fair and accurate age prediction using distribution aware data curation and augmentationCode0
Reforms meet fairness concerns in school and college admissions—0
Neither Private Nor Fair: Impact of Data Imbalance on Utility and Fairness in Differential PrivacyCode0
On the Fairness of 'Fake' Data in Legal AI—0
Prune Responsibly—0
A Framework for Fairer Machine Learning in Organizations—0
Addressing Fairness in Classification with a Model-Agnostic Multi-Objective Algorithm—0
Show:102550
← PrevPage 193 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