SOTAVerified

Fairness

Papers

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Showing 1101–1125 of 5676 papers

TitleStatusHype
Auditing the Fairness of the US COVID-19 Forecast Hub's Case Prediction Models—0
A Data Envelopment Analysis Approach for Assessing Fairness in Resource Allocation: Application to Kidney Exchange Programs—0
Counterfactual Fairness with Partially Known Causal Graph—0
Auditing Predictive Models for Intersectional Biases—0
Auditing ICU Readmission Rates in an Clinical Database: An Analysis of Risk Factors and Clinical Outcomes—0
Algorithmic Bias in Recidivism Prediction: A Causal Perspective—0
A Data-driven Pricing Scheme for Optimal Routing through Artificial Currencies—0
Algorithmic Bias and Data Bias: Understanding the Relation between Distributionally Robust Optimization and Data Curation—0
Counterfactual fairness: removing direct effects through regularization—0
Counterfactual Fairness through Data Preprocessing—0
Algorithm Fairness in AI for Medicine and Healthcare—0
Auditing the Imputation Effect on Fairness of Predictive Analytics in Higher Education—0
Optimal Pricing for Data-Augmented AutoML Marketplaces—0
Auditing and Enforcing Conditional Fairness via Optimal Transport—0
Auditing and Achieving Intersectional Fairness in Classification Problems—0
Alexa, in you, I trust! Fairness and Interpretability Issues in E-commerce Search through Smart Speakers—0
Achieving Counterfactual Fairness for Causal Bandit—0
Counterfactual Fairness through Transforming Data Orthogonal to Bias—0
Counterfactual Fair Opportunity: Measuring Decision Model Fairness with Counterfactual Reasoning—0
Auditing Algorithmic Fairness in Machine Learning for Health with Severity-Based LOGAN—0
Aleatoric and Epistemic Discrimination: Fundamental Limits of Fairness Interventions—0
Auction-Based Scheduling—0
A Tutorial On Intersectionality in Fair Rankings—0
A Learning Based Scheme for Fair Timeliness in Sparse Gossip Networks—0
A Data-Centric Multi-Objective Learning Framework for Responsible Recommendation Systems—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