SOTAVerified

Fairness

Papers

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Showing 1951–2000 of 5676 papers

TitleStatusHype
Contextual bandits with concave rewards, and an application to fair ranking—0
Fair Allocation in Dynamic Mechanism Design—0
Causal Equal Protection as Algorithmic Fairness—0
Fair and Accurate Regression: Strong Formulations and Algorithms—0
A Study on Fairness and Trust Perceptions in Automated Decision Making—0
Causal Explanations and XAI—0
Fair and efficient contribution valuation for vertical federated learning—0
Fair and Efficient Distributed Edge Learning with Hybrid Multipath TCP—0
Fairness for Multi-Self Agents—0
Fair and Efficient Resource Allocation with Partial Information—0
Fair and Energy-Efficient Activation Control Mechanisms for Repeater-Assisted Massive MIMO—0
Most Equitable Voting Rules—0
Fair and Green Hyperparameter Optimization via Multi-objective and Multiple Information Source Bayesian Optimization—0
Active Learning for Fair and Stable Online Allocations—0
Fair and Optimal Cohort Selection for Linear Utilities—0
Causal Fairness under Unobserved Confounding: A Neural Sensitivity Framework—0
Societal AI Research Has Become Less Interdisciplinary—0
Fair and Unbiased Algorithmic Decision Making: Current State and Future Challenges—0
Fair and Useful Cohort Selection—0
Causal foundations of bias, disparity and fairness—0
Fair Anomaly Detection For Imbalanced Groups—0
FairASR: Fair Audio Contrastive Learning for Automatic Speech Recognition—0
Fair assignment of indivisible objects under ordinal preferences—0
Context matters for fairness -- a case study on the effect of spatial distribution shifts—0
Causal Inference Tools for a Better Evaluation of Machine Learning—0
Are demographically invariant models and representations in medical imaging fair?—0
FairAutoML: Embracing Unfairness Mitigation in AutoML—0
Fair AutoML Through Multi-objective Optimization—0
Causal Inference with Deep Causal Graphs—0
Bandit Learning with Delayed Impact of Actions—0
Context-Aware Mobility Management in HetNets: A Reinforcement Learning Approach—0
A Study on Bias and Fairness In Deep Speaker Recognition—0
FairBelief - Assessing Harmful Beliefs in Language Models—0
FairMonitor: A Four-Stage Automatic Framework for Detecting Stereotypes and Biases in Large Language Models—0
fairBERTs: Erasing Sensitive Information Through Semantic and Fairness-aware Perturbations—0
Causal Interventions for Fairness—0
Context Aware Dynamic Traffic Signal Optimization—0
FairBranch: Mitigating Bias Transfer in Fair Multi-task Learning—0
FairCanary: Rapid Continuous Explainable Fairness—0
Fair-Capacitated Clustering—0
Fair Causal Feature Selection—0
Fair-CDA: Continuous and Directional Augmentation for Group Fairness—0
Fair Classification and Social Welfare—0
Fair Classification via Transformer Neural Networks: Case Study of an Educational Domain—0
Fair Classification via Unconstrained Optimization—0
Causality Is Key to Understand and Balance Multiple Goals in Trustworthy ML and Foundation Models—0
LLM-Assisted Content Conditional Debiasing for Fair Text Embedding—0
AFed: Algorithmic Fair Federated Learning—0
Causal Learning for Trustworthy Recommender Systems: A Survey—0
A Study of Gender Impact in Self-supervised Models for Speech-to-Text Systems—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