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Fairness

Papers

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Showing 5351–5400 of 5676 papers

TitleStatusHype
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
Fair Classification and Social Welfare—0
Beyond Personalization: Research Directions in Multistakeholder Recommendation—0
Stochastic Learning of Additive Second-Order Penalties with Applications to Fairness—0
Generative Adversarial Models for Learning Private and Fair Representations—0
Fairness-Aware Ranking in Search & Recommendation Systems with Application to LinkedIn Talent Search—0
Learning Fair Representations via an Adversarial FrameworkCode0
"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
Attraction-Repulsion clustering with applications to fairnessCode0
Scanner Invariant Representations for Diffusion MRI Harmonization—0
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
Scalable Fair ClusteringCode0
Fair Decisions Despite Imperfect PredictionsCode0
Equal Opportunity in Online Classification with Partial FeedbackCode0
Dynamic fairness - Breaking vicious cycles in automatic decision making—0
Causally Driven Incremental Multi Touch Attribution Using a Recurrent Neural Network—0
SensitiveNets: Learning Agnostic Representations with Application to Face ImagesCode0
Agnostic Federated LearningCode1
Human-Centered Artificial Intelligence and Machine Learning—0
Noise-tolerant fair classificationCode0
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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