SOTAVerified

Fairness

Papers

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Showing 501–525 of 5676 papers

TitleStatusHype
Decentralized Annuity: A Quest for the Holy Grail of Lifetime Financial Security—0
Political Neutrality in AI Is Impossible- But Here Is How to Approximate ItCode0
Urinary Tract Infection Detection in Digital Remote Monitoring: Strategies for Managing Participant-Specific Prediction ComplexityCode0
From Abstract to Actionable: Pairwise Shapley Values for Explainable AICode0
Two Tickets are Better than One: Fair and Accurate Hiring Under Strategic LLM Manipulations—0
Fundus2Globe: Generative AI-Driven 3D Digital Twins for Personalized Myopia Management—0
Rejected Dialects: Biases Against African American Language in Reward ModelsCode0
Uncertain Multi-Objective Recommendation via Orthogonal Meta-Learning Enhanced Bayesian Optimization—0
Edge-Colored Clustering in Hypergraphs: Beyond Minimizing Unsatisfied EdgesCode0
Envious Explore and Exploit—0
A new framework for prognostics in decentralized industries: Enhancing fairness, security, and transparency through Blockchain and Federated Learning—0
Healthcare cost prediction for heterogeneous patient profiles using deep learning models with administrative claims data—0
DR.GAP: Mitigating Bias in Large Language Models using Gender-Aware Prompting with Demonstration and Reasoning—0
Exploring Large Language Models in Healthcare: Insights into Corpora Sources, Customization Strategies, and Evaluation Metrics—0
FairDiverse: A Comprehensive Toolkit for Fair and Diverse Information Retrieval AlgorithmsCode1
Biases in Edge Language Models: Detection, Analysis, and Mitigation—0
What's in a Query: Polarity-Aware Distribution-Based Fair Ranking—0
Intersectional Fairness in Reinforcement Learning with Large State and Constraint Spaces—0
Joint Evaluation of Fairness and Relevance in Recommender Systems with Pareto FrontierCode0
From Deception to Perception: The Surprising Benefits of Deepfakes for Detecting, Measuring, and Mitigating Bias—0
Faces of Fairness: Examining Bias in Facial Expression Recognition Datasets and ModelsCode0
Learning Fair Policies for Infectious Diseases Mitigation using Path Integral Control—0
Revisiting the Berkeley Admissions data: Statistical Tests for Causal Hypotheses—0
Differential Adjusted Parity for Learning Fair Representations—0
A Survey on LLM-based News Recommender Systems—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