SOTAVerified

Fairness

Papers

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Showing 2451–2475 of 5676 papers

TitleStatusHype
FairLex: A Multilingual Benchmark for Evaluating Fairness in Legal Text Processing—0
Fairness-Oriented Semi-Chaotic Genetic Algorithm-Based Channel Assignment Technique for Nodes Starvation Problem in Wireless Mesh Network—0
FairLens: Auditing Black-box Clinical Decision Support Systems—0
Fairness Perception from a Network-Centric Perspective—0
A Self-Supervised Learning Pipeline for Demographically Fair Facial Attribute Classification—0
Fairness Perceptions of Algorithmic Decision-Making: A Systematic Review of the Empirical Literature—0
Fairness Practices in Industry: A Case Study in Machine Learning Teams Building Recommender Systems—0
Fairness Preferences, Actual and Hypothetical: A Study of Crowdworker Incentives—0
Counterfactually Fair Regression with Double Machine Learning—0
Fairness principles for insurance contracts in the presence of default risk—0
Counterfactually Fair Reinforcement Learning via Sequential Data Preprocessing—0
Fairness-Regularized DLMP-Based Bilevel Transactive Energy Mechanism in Distribution Systems—0
Fair prediction with disparate impact: A study of bias in recidivism prediction instruments—0
Fairness Research For Machine Learning Should Integrate Societal Considerations—0
Fairness Rising from the Ranks: HITS and PageRank on Homophilic Networks—0
Counterfactual Multi-Token Fairness in Text Classification—0
Fairness Risks for Group-conditionally Missing Demographics—0
Fairness Sample Complexity and the Case for Human Intervention—0
Fairness Score and Process Standardization: Framework for Fairness Certification in Artificial Intelligence Systems—0
Counterfactual Reasoning for Fair Clinical Risk Prediction—0
Fairness Shields: Safeguarding against Biased Decision Makers—0
Fairness Testing of Deep Image Classification with Adequacy Metrics—0
Fairness Testing: Testing Software for Discrimination—0
Fairness Testing through Extreme Value Theory—0
Fair Principal Component Analysis and Filter Design—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