SOTAVerified

Fairness

Papers

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Showing 501–525 of 5676 papers

TitleStatusHype
A Reinforcement Learning Approach to Optimize Available Network Bandwidth Utilization—0
Reinforcement Learning for Joint Optimization of Multiple Rewards—0
A fixed point approach for computing actuarially fair Pareto optimal risk-sharing rules—0
Are Linear Regression Models White Box and Interpretable?—0
A Framework for Addressing the Risks and Opportunities In AI-Supported Virtual Health Coaches—0
Are Models Trained on Indian Legal Data Fair?—0
Attribution Projection Calculus: A Novel Framework for Causal Inference in Bayesian Networks—0
Are Pretrained Multilingual Models Equally Fair Across Languages?—0
A Framework for Fairer Machine Learning in Organizations—0
A Catalog of Fairness-Aware Practices in Machine Learning Engineering—0
A Ranking Approach to Fair Classification—0
A quest for a fair schedule: The Young Physicists' Tournament—0
A Fairness-aware Hybrid Recommender System—0
A Quantitative Evaluation of the Expressivity of BMI, Pose and Gender in Body Embeddings for Recognition and Identification—0
A Fairness Analysis on Private Aggregation of Teacher Ensembles—0
A Comprehensive Survey on the Trustworthiness of Large Language Models in Healthcare—0
Attainability and Optimality: The Equalized-Odds Fairness Revisited—0
Rate-Splitting Multiple Access: The First Prototype and Experimental Validation of its Superiority over SDMA and NOMA—0
A Comprehensive Survey of Bias in LLMs: Current Landscape and Future Directions—0
A Canonical Data Transformation for Achieving Inter- and Within-group Fairness—0
A Pre-trained Framework for Multilingual Brain Decoding Using Non-invasive Recordings—0
A Pre-processing Method for Fairness in Ranking—0
A Fair Generative Model Using Total Variation Distance—0
Fair Risk Minimization under Causal Path-Specific Effect Constraints—0
Attainability and Optimality: The Equalized Odds Fairness Revisited—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