SOTAVerified

Fairness

Papers

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Showing 701–725 of 5676 papers

TitleStatusHype
Bias and Generalizability of Foundation Models across Datasets in Breast Mammography—0
A Multidimensional Analysis of Social Biases in Vision Transformers—0
A Moral Framework for Understanding of Fair ML through Economic Models of Equality of Opportunity—0
A debiasing technique for place-based algorithmic patrol management—0
Achieving Fairness in Determining Medicaid Eligibility through Fairgroup Construction—0
A Moral- and Event- Centric Inspection of Gender Bias in Fairy Tales at A Large Scale—0
A Mobility Equity Metric for Multi-Modal Intelligent Transportation Systems—0
Addressing the Multistakeholder Impact of Popularity Bias in Recommendation Through Calibration—0
Am I Being Treated Fairly? A Conceptual Framework for Individuals to Ascertain Fairness—0
Addressing Strategic Manipulation Disparities in Fair Classification—0
Achieving Fairness in the Stochastic Multi-armed Bandit Problem—0
Bias Mitigation in Fine-tuning Pre-trained Models for Enhanced Fairness and Efficiency—0
Amazing Things Come From Having Many Good Models—0
A Maximal Correlation Framework for Fair Machine Learning—0
A Maximal Correlation Approach to Imposing Fairness in Machine Learning—0
A Marketplace for Trading AI Models based on Blockchain and Incentives for IoT Data—0
Addressing Racial Bias in Facial Emotion Recognition—0
Achieving Fairness in Predictive Process Analytics via Adversarial Learning—0
AMA-LSTM: Pioneering Robust and Fair Financial Audio Analysis for Stock Volatility Prediction—0
Addressing Polarization and Unfairness in Performative Prediction—0
Bias in Motion: Theoretical Insights into the Dynamics of Bias in SGD Training—0
Causal Fairness Assessment of Treatment Allocation with Electronic Health Records—0
Achieving Fairness in Multi-Agent Markov Decision Processes Using Reinforcement Learning—0
Bias in Unsupervised Anomaly Detection in Brain MRI—0
Bias Mitigation Framework for Intersectional Subgroups in Neural Networks—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