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Fairness

Papers

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Showing 4501–4550 of 5676 papers

TitleStatusHype
Fairness in Ranking: A Survey—0
Tilted Cross Entropy (TCE): Promoting Fairness in Semantic Segmentation—0
Smart Scheduling based on Deep Reinforcement Learning for Cellular Networks—0
Fairness Perceptions of Algorithmic Decision-Making: A Systematic Review of the Empirical Literature—0
Tackling Racial Bias in Automated Online Hate Detection: Towards Fair and Accurate Classification of Hateful Online Users Using Geometric Deep Learning—0
Responsible AI: Gender bias assessment in emotion recognition—0
Demystifying the Effects of Non-Independence in Federated Learning—0
Individually Fair Ranking—0
Fairness and Friends—0
Gender and Racial Fairness in Depression Research using Social Media—0
Hidden Technical Debts for Fair Machine Learning in Financial Services—0
Fairness-aware Outlier Ensemble—0
Predicting Early Dropout: Calibration and Algorithmic Fairness Considerations—0
Algorithmic Challenges in Ensuring Fairness at the Time of Decision—0
Fairness and Transparency in Recommendation: The Users' Perspective—0
AI Fairness via Domain Adaptation—0
Towards Fair Affective Robotics: Continual Learning for Mitigating Bias in Facial Expression and Action Unit Recognition—0
Flexible FOND Planning with Explicit Fairness AssumptionsCode0
Domain-Incremental Continual Learning for Mitigating Bias in Facial Expression and Action Unit Recognition—0
OmniFair: A Declarative System for Model-Agnostic Group Fairness in Machine Learning—0
DebIE: A Platform for Implicit and Explicit Debiasing of Word Embedding SpacesCode0
FairFil: Contrastive Neural Debiasing Method for Pretrained Text Encoders—0
Wasserstein Robust Classification with Fairness Constraints—0
Interpretable bias mitigation for textual data: Reducing gender bias in patient notes while maintaining classification performance—0
Constrained Learning with Non-Convex Losses—0
A Study on Fairness and Trust Perceptions in Automated Decision Making—0
Estimating and Improving Fairness with Adversarial LearningCode0
Fairness in TabNet Model by Disentangled Representation for the Prediction of Hospital No-Show—0
Measuring Model Biases in the Absence of Ground Truth—0
Revisiting Priority k-Center: Fairness and Outliers—0
Fairness of Exposure in Stochastic Bandits—0
Evaluating Robustness of Counterfactual ExplanationsCode0
The KL-Divergence between a Graph Model and its Fair I-Projection as a Fairness RegularizerCode0
Fairness, Semi-Supervised Learning, and More: A General Framework for Clustering with Stochastic Pairwise ConstraintsCode0
On the Fairness of Generative Adversarial Networks (GANs)—0
Interpretable Artificial Intelligence through the Lens of Feature Interaction—0
Axiomatic Explanations for Visual Search, Retrieval, and Similarity Learning—0
FjORD: Fair and Accurate Federated Learning under heterogeneous targets with Ordered Dropout—0
Towards Unbiased and Accurate Deferral to Multiple ExpertsCode0
Classification with abstention but without disparitiesCode0
Learning to Fairly Classify the Quality of Wireless Links—0
On Meritocracy in Optimal Set Selection—0
Local Calibration: Metrics and Recalibration—0
Coping with Mistreatment in Fair Algorithms—0
Causal Mediation Analysis with Hidden Confounders—0
Everything is Relative: Understanding Fairness with Optimal Transport—0
Deep Learning-based Power Control for Cell-Free Massive MIMO Networks—0
User Subgrouping in Multicast Massive MIMO over Spatially Correlated Rayleigh Fading Channels—0
Fair Sparse Regression with Clustering: An Invex Relaxation for a Combinatorial Problem—0
Sustainable and Resilient Systems for Intergenerational Justice—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