SOTAVerified

Fairness

Papers

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Showing 476–500 of 5676 papers

TitleStatusHype
When does a predictor know its own loss?—0
Pilot and Data Power Control for Uplink Cell-free massive MIMO—0
EnDive: A Cross-Dialect Benchmark for Fairness and Performance in Large Language Models—0
MAFE: Multi-Agent Fair Environments for Decision-Making Systems—0
An Overview of Large Language Models for Statisticians—0
Unmasking Gender Bias in Recommendation Systems and Enhancing Category-Aware Fairness—0
Defining bias in AI-systems: Biased models are fair models—0
Exploring Gender Disparities in Automatic Speech Recognition Technology—0
FinP: Fairness-in-Privacy in Federated Learning by Addressing Disparities in Privacy Risk—0
Vision Language Models in Medicine—0
Fair Foundation Models for Medical Image Analysis: Challenges and Perspectives—0
Achieving Fair PCA Using Joint Eigenvalue Decomposition—0
Mitigating Bias in RAG: Controlling the EmbedderCode0
Unmasking Societal Biases in Respiratory Support for ICU Patients through Social Determinants of HealthCode0
PLS-based approach for fair representation learning—0
Reproducibility Study of Cooperation, Competition, and Maliciousness: LLM-Stakeholders Interactive Negotiation—0
Efficient Estimation of Shortest-Path Distance Distributions to Samples in GraphsCode0
A Comprehensive Survey on the Trustworthiness of Large Language Models in Healthcare—0
Multi-agent Multi-armed Bandits with Minimum Reward Guarantee FairnessCode0
SigLIP 2: Multilingual Vision-Language Encoders with Improved Semantic Understanding, Localization, and Dense Features—0
Investigating the Impact of LLM Personality on Cognitive Bias Manifestation in Automated Decision-Making Tasks—0
Blockchain-based Framework for Scalable and Incentivized Federated Learning—0
CardiacMamba: A Multimodal RGB-RF Fusion Framework with State Space Models for Remote Physiological MeasurementCode0
Self-Regularization with Latent Space Explanations for Controllable LLM-based Classification—0
Unbiased Collaborative Filtering with Fair SamplingCode0
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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