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Fairness

Papers

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Showing 4401–4450 of 5676 papers

TitleStatusHype
FiSH: Fair Spatial Hotspots—0
Improving Compositionality of Neural Networks by Decoding Representations to Inputs—0
Reinforcement Learning-based Dynamic Service Placement in Vehicular Networks—0
Unifying Distillation with Personalization in Federated Learning—0
Rawlsian Fair Adaptation of Deep Learning Classifiers—0
Using Pareto Simulated Annealing to Address Algorithmic Bias in Machine Learning—0
Demographic Fairness in Biometric Systems: What do the Experts say?—0
Enumerating Fair Packages for Group RecommendationsCode0
Deep Fair Discriminative ClusteringCode0
Fair Representations by Compression—0
FAWOS: Fairness-Aware Oversampling Algorithm Based on Distributions of Sensitive AttributesCode0
Fair Feature Distillation for Visual Recognition—0
Bridging the Gap Between Explainable AI and Uncertainty Quantification to Enhance Trustability—0
FNAS: Uncertainty-Aware Fast Neural Architecture Search—0
Bayesian Nonparametric Reinforcement Learning in LTE and Wi-Fi Coexistence—0
Robust Fairness-aware Learning Under Sample Selection Bias—0
InfoFair: Information-Theoretic Intersectional Fairness—0
A Low-Delay MAC for IoT Applications: Decentralized Optimal Scheduling of Queues without Explicit State Information Sharing—0
Out-of-Distribution Detection in Dermatology using Input Perturbation and Subset Scanning—0
PROPm Allocations of Indivisible Goods to Multiple Agents—0
Sampling with Trusthworthy Constraints: A Variational Gradient FrameworkCode0
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
Fair and Efficient Resource Allocation with Partial Information—0
Multi-group Agnostic PAC Learnability—0
Measuring Model Fairness under Noisy Covariates: A Theoretical Perspective—0
The State of AI Ethics Report (Volume 4)—0
Guaranteeing Maximin Shares: Some Agents Left Behind—0
Beyond "Fairness:" Structural (In)justice Lenses on AI for Education—0
Achieving Fairness with a Simple Ridge Penalty—0
Decision Making with Differential Privacy under a Fairness Lens—0
XAI Handbook: Towards a Unified Framework for Explainable AI—0
Towards Equity and Algorithmic Fairness in Student Grade Prediction—0
Biometrics: Trust, but Verify—0
Addressing Fairness, Bias and Class Imbalance in Machine Learning: the FBI-lossCode0
Causally motivated Shortcut Removal Using Auxiliary LabelsCode0
An Empirical Comparison of Bias Reduction Methods on Real-World Problems in High-Stakes Policy SettingsCode0
Evolutionary instability of selfish learning in repeated gamesCode0
Bias, Fairness, and Accountability with AI and ML Algorithms—0
Fairness in Information Access Systems—0
ChaLearn LAP Large Scale Signer Independent Isolated Sign Language Recognition Challenge: Design, Results and Future Research—0
Accounting for Model Uncertainty in Algorithmic Discrimination—0
Dynamic Multichannel Access via Multi-agent Reinforcement Learning: Throughput and Fairness Guarantees—0
Loss-Aversively Fair ClassificationCode0
Improving Fairness of AI Systems with Lossless De-biasing—0
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
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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