SOTAVerified

Fairness

Papers

Showing 30263050 of 5676 papers

TitleStatusHype
Fair Ranking with Noisy Protected AttributesCode0
Learning Antidote Data to Individual Unfairness0
Robustness Disparities in Face DetectionCode0
Malign Overfitting: Interpolation Can Provably Preclude Invariance0
FaiREE: Fair Classification with Finite-Sample and Distribution-Free GuaranteeCode0
MixFairFace: Towards Ultimate Fairness via MixFair Adapter in Face RecognitionCode1
UAV-Assisted Space-Air-Ground Integrated Networks: A Technical Review of Recent Learning Algorithms0
A Data-driven Pricing Scheme for Optimal Routing through Artificial Currencies0
"Explain it in the Same Way!" -- Model-Agnostic Group Fairness of Counterfactual ExplanationsCode0
The Impact of Racial Distribution in Training Data on Face Recognition Bias: A Closer Look0
A Moral- and Event- Centric Inspection of Gender Bias in Fairy Tales at A Large Scale0
The European AI Liability Directives -- Critique of a Half-Hearted Approach and Lessons for the Future0
Picking on the Same Person: Does Algorithmic Monoculture lead to Outcome Homogenization?0
Explainable Artificial Intelligence (XAI) from a user perspective- A synthesis of prior literature and problematizing avenues for future research0
Turning the Tables: Biased, Imbalanced, Dynamic Tabular Datasets for ML EvaluationCode2
Multi-Job Intelligent Scheduling with Cross-Device Federated Learning0
Incentive-Aware Recommender Systems in Two-Sided MarketsCode0
Fairly Allocating Utility in Constrained Multiwinner Elections0
Vertical Federated Learning: Concepts, Advances and Challenges0
Joint Design of Power Control and Access Point Scheduling for Uplink Cell-Free Massive MIMO Networks0
Reinforcement learning for traffic signal control in hybrid action space0
On the Complexity of Finding a Diverse and Representative Committee using a Monotone, Separable Positional Multiwinner Voting Rule0
Subgroup Robustness Grows On Trees: An Empirical Baseline InvestigationCode0
A Reinforcement Learning Approach to Optimize Available Network Bandwidth Utilization0
Equality of Effort via Algorithmic Recourse0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)99.86Unverified
21D-CSNNPredictive Equality (age)97.8Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)96.87Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)98.97Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)98.45Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)98.68Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)99.31Unverified
#ModelMetricClaimedVerifiedStatus
1Neighbour LearningDegree of Bias (DoB)0.49Unverified
#ModelMetricClaimedVerifiedStatus
1Neighbour LearningDegree of Bias (DoB)6.26Unverified
#ModelMetricClaimedVerifiedStatus
1Neighbour LearningDegree of Bias (DoB)1.96Unverified