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Fairness

Papers

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Showing 5351–5400 of 5676 papers

TitleStatusHype
Protecting the Protected Group: Circumventing Harmful Fairness—0
Average Individual Fairness: Algorithms, Generalization and ExperimentsCode0
An Algorithmic Framework for Fairness ElicitationCode0
Fair Resource Allocation in Federated LearningCode0
CERTIFAI: Counterfactual Explanations for Robustness, Transparency, Interpretability, and Fairness of Artificial Intelligence models—0
Contrastive Fairness in Machine Learning—0
Fairness in Machine Learning with Tractable Models—0
Fair Resource Allocation in Federated Learning—0
A Human-Centered Approach to Interactive Machine Learning—0
Software Engineering for Fairness: A Case Study with Hyperparameter Optimization—0
Proportionally Fair Clustering—0
Unified Adversarial Invariance—0
Group Retention when Using Machine Learning in Sequential Decision Making: the Interplay between User Dynamics and Fairness—0
Beyond Personalization: Research Directions in Multistakeholder Recommendation—0
Generative Adversarial Models for Learning Private and Fair Representations—0
Stochastic Learning of Additive Second-Order Penalties with Applications to Fairness—0
Fair Classification and Social Welfare—0
Learning Fair Representations via an Adversarial FrameworkCode0
Fairness-Aware Ranking in Search & Recommendation Systems with Application to LinkedIn Talent Search—0
"Why Should You Trust My Explanation?" Understanding Uncertainty in LIME Explanations—0
"Favoring my playmate seems fair": Inhibitory control and theory of mind in preschoolers' self-disadvantaging behaviors—0
On Fairness of Systemic Risk Measures—0
Data Cleaning for Accurate, Fair, and Robust Models: A Big Data - AI Integration Approach—0
Tracking and Improving Information in the Service of Fairness—0
Tutorial: Safe and Reliable Machine Learning—0
FairVis: Visual Analytics for Discovering Intersectional Bias in Machine LearningCode0
Scanner Invariant Representations for Diffusion MRI Harmonization—0
Attraction-Repulsion clustering with applications to fairnessCode0
Randomized Kaczmarz Algorithm for Massive MIMO Systems with Channel Estimation and Spatial CorrelationCode0
Preference-Informed Fairness—0
Fairness in Algorithmic Decision Making: An Excursion Through the Lens of Causality—0
The Random Conditional Distribution for Higher-Order Probabilistic Inference—0
The invisible power of fairness. How machine learning shapes democracy—0
Multi-Differential Fairness Auditor for Black Box Classifiers—0
Leveling the Playing Field -- Fairness in AI Versus Human Game Benchmarks—0
Nuanced Metrics for Measuring Unintended Bias with Real Data for Text ClassificationCode0
Learning Edge Properties in Graphs from Path AggregationsCode0
Fairness for Robust Log Loss ClassificationCode0
Copying Machine Learning Classifiers—0
On the Long-term Impact of Algorithmic Decision Policies: Effort Unfairness and Feature Segregation through Social LearningCode0
Fairness in Recommendation Ranking through Pairwise Comparisons—0
Multi-Criteria Dimensionality Reduction with Applications to FairnessCode0
Fair Estimation of Capital Risk Allocation—0
Scalable and Order-robust Continual Learning with Additive Parameter DecompositionCode0
Stable and Fair ClassificationCode0
Capuchin: Causal Database Repair for Algorithmic Fairness—0
Sum Rate Fairness Trade-off-based Resource Allocation Technique for MISO NOMA Systems—0
The Fairness of Risk Scores Beyond Classification: Bipartite Ranking and the xAUC MetricCode0
Salus: Fine-Grained GPU Sharing Primitives for Deep Learning ApplicationsCode0
Policy Learning for Fairness in RankingCode0
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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