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Fairness

Papers

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Showing 3351–3400 of 5676 papers

TitleStatusHype
Trustworthy Human Computation: A Survey—0
Abstract Interpretation-Based Feature Importance for SVMs—0
On-Demand Sampling: Learning Optimally from Multiple DistributionsCode0
Policy Optimization with Advantage Regularization for Long-Term Fairness in Decision SystemsCode0
How fair were COVID-19 restriction decisions? A data-driven investigation of England using the dominance-based rough sets approach—0
Towards Human-centered Explainable AI: A Survey of User Studies for Model ExplanationsCode0
Group Fairness in Prediction-Based Decision Making: From Moral Assessment to ImplementationCode0
Towards Procedural Fairness: Uncovering Biases in How a Toxic Language Classifier Uses Sentiment InformationCode0
On Learning Fairness and Accuracy on Multiple SubgroupsCode0
Towards Fair Classification against Poisoning Attacks—0
Electricity grid tariffs for electrification in households: Bridging the gap between cross-subsidies and fairness—0
Contextual bandits with concave rewards, and an application to fair ranking—0
Consistent Multiclass Algorithms for Complex Metrics and ConstraintsCode0
Evaluating Search System Explainability with Psychometrics and Crowdsourcing—0
Stochastic Differentially Private and Fair LearningCode0
Systematic Evaluation of Predictive FairnessCode0
Loss Minimization through the Lens of Outcome Indistinguishability—0
AI-powered mechanisms as judges: Breaking ties in chess—0
Handling missing values in healthcare data: A systematic review of deep learning-based imputation techniques—0
Simpson's Paradox in Recommender Fairness: Reconciling differences between per-user and aggregated evaluations—0
COFFEE: Counterfactual Fairness for Personalized Text Generation in Explainable Recommendation—0
Walk a Mile in Their Shoes: a New Fairness Criterion for Machine Learning—0
Equi-Tuning: Group Equivariant Fine-Tuning of Pretrained Models—0
Equal Improvability: A New Fairness Notion Considering the Long-term ImpactCode0
Machine Generated Text: A Comprehensive Survey of Threat Models and Detection Methods—0
FARE: Provably Fair Representation Learning with Practical CertificatesCode0
Fairness via Adversarial Attribute Neighbourhood Robust Learning—0
Sampling in Constrained Domains with Orthogonal-Space Variational Gradient DescentCode0
Equal Experience in Recommender SystemsCode0
Data-Driven Combined Central and Distributed Volt/Var Control in Active Distribution Networks—0
Are Pretrained Multilingual Models Equally Fair Across Languages?Code0
Navigating Ensemble Configurations for Algorithmic Fairness—0
Montague semantics and modifier consistency measurement in neural language modelsCode0
The Minimum Wage as an Anchor: Effects on Determinations of Fairness by Humans and AI—0
A survey of Identification and mitigation of Machine Learning algorithmic biases in Image Analysis—0
FEAMOE: Fair, Explainable and Adaptive Mixture of Experts—0
DeepMed: Semiparametric Causal Mediation Analysis with Debiased Deep LearningCode0
fAux: Testing Individual Fairness via Gradient Alignment—0
A Differentiable Distance Approximation for Fairer Image ClassificationCode0
Quantifying Social Biases Using Templates is Unreliable—0
Cognitive Models as Simulators: The Case of Moral Decision-Making—0
A Keyword Based Approach to Understanding the Overpenalization of Marginalized Groups by English Marginal Abuse Models on Twitter—0
An Analysis of the Effects of Decoding Algorithms on Fairness in Open-Ended Language Generation—0
TCNL: Transparent and Controllable Network Learning Via Embedding Human-Guided ConceptsCode0
Fairness in generative modeling—0
Weak Proxies are Sufficient and Preferable for Fairness with Missing Sensitive AttributesCode0
A Human Rights-Based Approach to Responsible AI—0
Considerations for Task Allocation in Human-Robot Teams—0
Equalizing Credit Opportunity in Algorithms: Aligning Algorithmic Fairness Research with U.S. Fair Lending Regulation—0
Conformalized Fairness via Quantile 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