SOTAVerified

Fairness

Papers

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Showing 4301–4350 of 5676 papers

TitleStatusHype
Robust Fairness-aware Learning Under Sample Selection Bias—0
Out-of-Distribution Detection in Dermatology using Input Perturbation and Subset Scanning—0
InfoFair: Information-Theoretic Intersectional Fairness—0
PROPm Allocations of Indivisible Goods to Multiple Agents—0
A Low-Delay MAC for IoT Applications: Decentralized Optimal Scheduling of Queues without Explicit State Information Sharing—0
Deconfounded Recommendation for Alleviating Bias AmplificationCode1
Impossibility results for fair representation—0
Scalable and Stable Surrogates for Flexible Classifiers with Fairness Constraints—0
Variational Causal Autoencoder for Interventional and Counterfactual Queries—0
Sampling with Trusthworthy Constraints: A Variational Gradient FrameworkCode0
Multi-group Agnostic PAC Learnability—0
Fair and Efficient Resource Allocation with Partial Information—0
Measuring Model Fairness under Noisy Covariates: A Theoretical Perspective—0
Personalized Counterfactual Fairness in RecommendationCode1
Guaranteeing Maximin Shares: Some Agents Left Behind—0
The State of AI Ethics Report (Volume 4)—0
Achieving Fairness with a Simple Ridge Penalty—0
Beyond "Fairness:" Structural (In)justice Lenses on AI for Education—0
Image Cropping on Twitter: Fairness Metrics, their Limitations, and the Importance of Representation, Design, and AgencyCode1
Decision Making with Differential Privacy under a Fairness Lens—0
Cohort Shapley value for algorithmic fairnessCode1
Biometrics: Trust, but Verify—0
Towards Equity and Algorithmic Fairness in Student Grade Prediction—0
XAI Handbook: Towards a Unified Framework for Explainable AI—0
Bias, Fairness, and Accountability with AI and ML Algorithms—0
Evolutionary instability of selfish learning in repeated gamesCode0
Addressing Fairness, Bias and Class Imbalance in Machine Learning: the FBI-lossCode0
An Empirical Comparison of Bias Reduction Methods on Real-World Problems in High-Stakes Policy SettingsCode0
Causally motivated Shortcut Removal Using Auxiliary LabelsCode0
Fairness in Information Access Systems—0
ChaLearn LAP Large Scale Signer Independent Isolated Sign Language Recognition Challenge: Design, Results and Future Research—0
Loss-Aversively Fair ClassificationCode0
Accounting for Model Uncertainty in Algorithmic Discrimination—0
Dynamic Multichannel Access via Multi-agent Reinforcement Learning: Throughput and Fairness Guarantees—0
Improving Fairness of AI Systems with Lossless De-biasing—0
Societal Biases in Language Generation: Progress and ChallengesCode1
Transitioning from Real to Synthetic data: Quantifying the bias in model—0
Consistency of Constrained Spectral Clustering under Graph Induced Fair Planted Partitions—0
Loss Tolerant Federated LearningCode0
Pairwise Fairness for Ordinal RegressionCode0
Multi-FR: A Multi-objective Optimization Framework for Multi-stakeholder Fairness-aware Recommendation—0
The Authors Matter: Understanding and Mitigating Implicit Bias in Deep Text Classification—0
Reliability Testing for Natural Language Processing Systems—0
CrossWalk: Fairness-enhanced Node Representation LearningCode1
A Step Toward More Inclusive People Annotations for Fairness—0
When Fair Ranking Meets Uncertain InferenceCode0
Distributive Justice and Fairness Metrics in Automated Decision-making: How Much Overlap Is There?—0
Learning to Continuously Optimize Wireless Resource in a Dynamic Environment: A Bilevel Optimization PerspectiveCode1
A Rate-Splitting Strategy to Enable Joint Radar Sensing and Communication with Partial CSIT—0
Computationally Efficient Optimization of Plackett-Luce Ranking Models for Relevance and FairnessCode1
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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