SOTAVerified

Fairness

Papers

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Showing 3251–3300 of 5676 papers

TitleStatusHype
FairRoad: Achieving Fairness for Recommender Systems with Optimized Antidote Data—0
Fair Infinitesimal Jackknife: Mitigating the Influence of Biased Training Data Points Without Refitting—0
Simplicity Bias Leads to Amplified Performance Disparities—0
Regulating Gatekeeper AI and Data: Transparency, Access, and Fairness under the DMA, the GDPR, and beyond—0
Towards Understanding Fairness and its Composition in Ensemble Machine LearningCode0
Fairify: Fairness Verification of Neural NetworksCode0
A Characterization of Maximum Nash Welfare for Indivisible Goods—0
Going Beyond XAI: A Systematic Survey for Explanation-Guided Learning—0
Fairness and Explainability: Bridging the Gap Towards Fair Model ExplanationsCode0
Pareto Pairwise Ranking for Fairness Enhancement of Recommender Systems—0
Breaking the Spurious Causality of Conditional Generation via Fairness Intervention with Corrective Sampling—0
Can Ensembling Pre-processing Algorithms Lead to Better Machine Learning Fairness?—0
Certifying Fairness of Probabilistic CircuitsCode0
Differentiated Federated Reinforcement Learning Based Traffic Offloading on Space-Air-Ground Integrated Networks—0
Can Evolutionary Clustering Have Theoretical Guarantees?—0
Fairness in Contextual Resource Allocation Systems: Metrics and Incompatibility Results—0
Towards Robust NLG Bias Evaluation with Syntactically-diverse PromptsCode0
Fair Generative Models via Transfer LearningCode0
Fairness in Multi-Agent Planning—0
Probably Approximate Shapley Fairness with Applications in Machine LearningCode0
Welfare and Fairness in Multi-objective Reinforcement LearningCode0
Fair Ranking with Noisy Protected AttributesCode0
Learning Antidote Data to Individual Unfairness—0
Robustness Disparities in Face DetectionCode0
Malign Overfitting: Interpolation Can Provably Preclude Invariance—0
FaiREE: Fair Classification with Finite-Sample and Distribution-Free GuaranteeCode0
"Explain it in the Same Way!" -- Model-Agnostic Group Fairness of Counterfactual ExplanationsCode0
UAV-Assisted Space-Air-Ground Integrated Networks: A Technical Review of Recent Learning Algorithms—0
A Data-driven Pricing Scheme for Optimal Routing through Artificial Currencies—0
The Impact of Racial Distribution in Training Data on Face Recognition Bias: A Closer Look—0
The European AI Liability Directives -- Critique of a Half-Hearted Approach and Lessons for the Future—0
A Moral- and Event- Centric Inspection of Gender Bias in Fairy Tales at A Large Scale—0
Picking on the Same Person: Does Algorithmic Monoculture lead to Outcome Homogenization?—0
Multi-Job Intelligent Scheduling with Cross-Device Federated Learning—0
Explainable Artificial Intelligence (XAI) from a user perspective- A synthesis of prior literature and problematizing avenues for future research—0
Joint Design of Power Control and Access Point Scheduling for Uplink Cell-Free Massive MIMO Networks—0
Subgroup Robustness Grows On Trees: An Empirical Baseline InvestigationCode0
Reinforcement learning for traffic signal control in hybrid action space—0
Fairly Allocating Utility in Constrained Multiwinner Elections—0
Vertical Federated Learning: Concepts, Advances and Challenges—0
Incentive-Aware Recommender Systems in Two-Sided MarketsCode0
On the Complexity of Finding a Diverse and Representative Committee using a Monotone, Separable Positional Multiwinner Voting Rule—0
A Reinforcement Learning Approach to Optimize Available Network Bandwidth Utilization—0
Fairness Increases Adversarial Vulnerability—0
Cultural Re-contextualization of Fairness Research in Language Technologies in India—0
Bursting the Burden Bubble? An Assessment of Sharma et al.'s Counterfactual-based Fairness MetricCode0
Causal Fairness Assessment of Treatment Allocation with Electronic Health Records—0
Equality of Effort via Algorithmic Recourse—0
Deep Learning on a Healthy Data Diet: Finding Important Examples for FairnessCode0
A survey on knowledge-enhanced multimodal learning—0
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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