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Fairness

Papers

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Showing 2901–2950 of 5676 papers

TitleStatusHype
Matrix Estimation for Individual Fairness—0
Rating Sentiment Analysis Systems for Bias through a Causal Lens—0
Group Fairness in Non-monotone Submodular Maximization—0
Private, fair and accurate: Training large-scale, privacy-preserving AI models in medical imagingCode0
An Operational Perspective to Fairness Interventions: Where and How to Intervene—0
Multivariate Systemic Risk Measures and Computation by Deep Learning Algorithms—0
Out of Context: Investigating the Bias and Fairness Concerns of "Artificial Intelligence as a Service"—0
Hyper-parameter Tuning for Fair Classification without Sensitive Attribute Access—0
Uncertainty in Fairness Assessment: Maintaining Stable Conclusions Despite Fluctuations—0
Fairness-aware Cross-Domain Recommendation—0
Mind the (optimality) Gap: A Gap-Aware Learning Rate Scheduler for Adversarial Nets—0
On the Within-Group Fairness of Screening ClassifiersCode0
Superhuman FairnessCode0
Retiring ΔDP: New Distribution-Level Metrics for Demographic ParityCode0
Fairness-aware Vision Transformer via Debiased Self-AttentionCode0
Fairness and Accuracy under Domain GeneralizationCode0
The Fair Value of Data Under Heterogeneous Privacy Constraints in Federated Learning—0
Unraveling Privacy Risks of Individual Fairness in Graph Neural Networks—0
How Far Can It Go?: On Intrinsic Gender Bias Mitigation for Text ClassificationCode0
Royal Processions: Incentives, Efficiency and Fairness in Two-sided Matching—0
Preserving Fairness in AI under Domain Shift—0
Entropy-driven Fair and Effective Federated Learning—0
Fair Decision-making Under Uncertainty—0
Emerging Synergies in Causality and Deep Generative Models: A Survey—0
Fair congested assignment problem—0
Pragmatic Fairness: Developing Policies with Outcome Disparity ControlCode0
Privacy and Bias Analysis of Disclosure Avoidance Systems—0
Learning Informative Representation for Fairness-aware Multivariate Time-series Forecasting: A Group-based PerspectiveCode0
Arbitrariness and Social Prediction: The Confounding Role of Variance in Fair ClassificationCode0
Aleatoric and Epistemic Discrimination: Fundamental Limits of Fairness Interventions—0
Discriminative Entropy Clustering and its Relation to K-means and SVM—0
Learning from Mistakes: Self-Regularizing Hierarchical Representations in Point Cloud Semantic Segmentation—0
Transferable Fairness for Cold-Start Recommendation—0
Increasing Fairness via Combination with Learning Guarantees—0
Explainable Deep Reinforcement Learning: State of the Art and Challenges—0
Accelerating Fair Federated Learning: Adaptive Federated Adam—0
Practical Adversarial Attacks Against AI-Driven Power Allocation in a Distributed MIMO Network—0
From Pseudorandomness to Multi-Group Fairness and Back—0
Bayesian Hierarchical Models for Counterfactual Estimation—0
Tier Balancing: Towards Dynamic Fairness over Underlying Causal FactorsCode0
Within-group fairness: A guidance for more sound between-group fairness—0
Causal Inference under Data Restrictions—0
Synthcity: facilitating innovative use cases of synthetic data in different data modalitiesCode2
Enactive Artificial Intelligence: Subverting Gender Norms in Robot-Human Interaction—0
Monotonicity for AI ethics and society: An empirical study of the monotonic neural additive model in criminology, education, health care, and finance—0
Calibrated Data-Dependent Constraints with Exact Satisfaction Guarantees—0
Reinforcement Learning for Protocol Synthesis in Resource-Constrained Wireless Sensor and IoT Networks—0
Knowledge is Power, Understanding is Impact: Utility and Beyond Goals, Explanation Quality, and Fairness in Path Reasoning RecommendationCode1
Fairness and Sequential Decision Making: Limits, Lessons, and Opportunities—0
Fair and skill-diverse student group formation via constrained k-way graph partitioning—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