SOTAVerified

Fairness

Papers

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Showing 4026–4050 of 5676 papers

TitleStatusHype
JustQ: Automated Deployment of Fair and Accurate Quantum Neural Networks—0
Kantian Deontology Meets AI Alignment: Towards Morally Grounded Fairness Metrics—0
Dynamic Resource Allocation with Karma: An Experimental Study—0
Kernel Dependence Regularizers and Gaussian Processes with Applications to Algorithmic Fairness—0
Keynesian Beauty Contest in Morocco's Public Procurement Reform—0
Keystroke Verification Challenge (KVC): Biometric and Fairness Benchmark Evaluation—0
Key Technology Considerations in Developing and Deploying Machine Learning Models in Clinical Radiology Practice—0
KFC: A Scalable Approximation Algorithm for k-center Fair Clustering—0
KFC: A Scalable Approximation Algorithm for k−center Fair Clustering—0
Kindness in Multi-Agent Reinforcement Learning—0
KL-Mat : Fair Recommender System via Information Geometry—0
Knowledge Augmentation in Federation: Rethinking What Collaborative Learning Can Bring Back to Decentralized Data—0
Knowledge-Based Stable Roommates Problem: A Real-World Application—0
Knowledge Distillation with Adapted Weight—0
Knowledge-intensive Language Understanding for Explainable AI—0
LabellessFace: Fair Metric Learning for Face Recognition without Attribute Labels—0
Label Noise Robustness for Domain-Agnostic Fair Corrections via Nearest Neighbors Label Spreading—0
LabSafety Bench: Benchmarking LLMs on Safety Issues in Scientific Labs—0
Differentially Private Sampling from Rashomon Sets, and the Universality of Langevin Diffusion for Convex Optimization—0
Language Models That Walk the Talk: A Framework for Formal Fairness Certificates—0
Large Language Model Bias Mitigation from the Perspective of Knowledge Editing—0
Large Language Model (LLM) Bias Index -- LLMBI—0
Large Language Models and Causal Inference in Collaboration: A Comprehensive Survey—0
Large Language Models Still Exhibit Bias in Long Text—0
Large Language Model Strategic Reasoning Evaluation through Behavioral Game Theory—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