SOTAVerified

Fairness

Papers

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Showing 1451–1475 of 5676 papers

TitleStatusHype
Balancing Accuracy and Fairness for Interactive Recommendation with Reinforcement Learning—0
A Conceptual Algorithm for Applying Ethical Principles of AI to Medical Practice—0
Differentially Private Tabular Data Synthesis using Large Language Models—0
Differential Privacy and Fairness in Decisions and Learning Tasks: A Survey—0
Differential privacy enables fair and accurate AI-based analysis of speech disorders while protecting patient data—0
Differential Privacy, Linguistic Fairness, and Training Data Influence: Impossibility and Possibility Theorems for Multilingual Language Models—0
Differentiated Federated Reinforcement Learning Based Traffic Offloading on Space-Air-Ground Integrated Networks—0
Diffuse-UDA: Addressing Unsupervised Domain Adaptation in Medical Image Segmentation with Appearance and Structure Aligned Diffusion Models—0
Digital Ethics in Federated Learning—0
Dikaios: Privacy Auditing of Algorithmic Fairness via Attribute Inference Attacks—0
Dimensions of Diversity in Human Perceptions of Algorithmic Fairness—0
Balancing Fairness and Efficiency in an Optimization Model—0
Cooperative IoT Data Sharing with Heterogeneity of Participants Based on Electricity Retail—0
DiRe Committee : Diversity and Representation Constraints in Multiwinner Elections—0
AIDRIN 2.0: A Framework to Assess Data Readiness for AI—0
Discipline and Label: A WEIRD Genealogy and Social Theory of Data Annotation—0
DISCO Balances the Scales: Adaptive Domain- and Difficulty-Aware Reinforcement Learning on Imbalanced Data—0
α-Discounting Multi-Criteria Decision Making (α-D MCDM)—0
Cooperative Evolutionary Pressure and Diminishing Returns Might Explain the Fermi Paradox: On What Super-AIs Are Like—0
Discovery of Bias and Strategic Behavior in Crowdsourced Performance Assessment—0
Discrimination and Class Imbalance Aware Online Naive Bayes—0
Discrimination-free Insurance Pricing with Privatized Sensitive Attributes—0
Avoiding Disparity Amplification under Different Worldviews—0
Discriminatory Transfer—0
Cooperative Energy Scheduling for Microgrids under Peak Demand Energy Plans—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