SOTAVerified

Fairness

Papers

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Showing 2501–2525 of 5676 papers

TitleStatusHype
Fairness Vs. Personalization: Towards Equity in Epistemic Utility—0
Creating Fair Models of Atherosclerotic Cardiovascular Disease Risk—0
Fairness, Welfare, and Equity in Personalized Pricing—0
Fairness with Continuous Optimal Transport—0
Critical windows: non-asymptotic theory for feature emergence in diffusion models—0
Fairness With Minimal Harm: A Pareto-Optimal Approach For Healthcare—0
Fairness Without Demographics in Human-Centered Federated Learning—0
Agents on the Bench: Large Language Model Based Multi Agent Framework for Trustworthy Digital Justice—0
How GPT-3 responds to different publics on climate change and Black Lives Matter: A critical appraisal of equity in conversational AI—0
FinML-Chain: A Blockchain-Integrated Dataset for Enhanced Financial Machine Learning—0
Collaborative Honeypot Defense in UAV Networks: A Learning-Based Game Approach—0
FairLex: A Multilingual Benchmark for Evaluating Fairness in Legal Text Processing—0
Fairness without Regret—0
Cross Layer Optimization and Distributed Reinforcement Learning for Wireless 360° Video Streaming—0
A Technical and Normative Investigation of Social Bias Amplification—0
Fairness with Overlapping Groups—0
Fairness with Overlapping Groups; a Probabilistic Perspective—0
Fairness with Wasserstein Adversarial Networks—0
FairLens: Auditing Black-box Clinical Decision Support Systems—0
A Self-Supervised Learning Pipeline for Demographically Fair Facial Attribute Classification—0
Fair NLP Models with Differentially Private Text Encoders—0
Crowd, Lending, Machine, and Bias—0
Crowd-SFT: Crowdsourcing for LLM Alignment—0
Fair Node Representation Learning via Adaptive Data Augmentation—0
Fair Resource Allocation in Federated Learning—0
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All datasetsBAF – BaseBAF – Variant IBAF – Variant IIBAF – Variant IIIBAF – Variant IVBAF – Variant VDiveFaceMORPHUTKFace

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