SOTAVerified

Fairness

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1401–1425 of 5676 papers

TitleStatusHype
Beyond Demographic Parity: Redefining Equal Treatment—0
Demographic-Reliant Algorithmic Fairness: Characterizing the Risks of Demographic Data Collection in the Pursuit of Fairness—0
Demonstrating Rosa: the fairness solution for any Data Analytic pipeline—0
Demonstrating the Feasibility of Automatic Game Balancing—0
Demonstration of effective UCB-based routing in skill-based queues on real-world data—0
DemOpts: Fairness corrections in COVID-19 case prediction models—0
Core-Stable Committees under Restricted Domains—0
Distribution-Free Fair Federated Learning with Small Samples—0
A survey on bias in machine learning research—0
Auxiliary-task Based Deep Reinforcement Learning for Participant Selection Problem in Mobile Crowdsourcing—0
Copying Machine Learning Classifiers—0
Algorithms, Incentives, and Democracy—0
Deontic Temporal Logic for Formal Verification of AI Ethics—0
AI-Driven Healthcare: A Review on Ensuring Fairness and Mitigating Bias—0
Deriva-ML: A Continuous FAIRness Approach to Reproducible Machine Learning Models—0
Desiderata for Explainable AI in statistical production systems of the European Central Bank—0
Design and Evaluation of Deep Learning-Based Dual-Spectrum Image Fusion Methods—0
She had Cobalt Blue Eyes: Prompt Testing to Create Aligned and Sustainable Language Models—0
Coping with Mistreatment in Fair Algorithms—0
Achieving Fairness Across Local and Global Models in Federated Learning—0
Designing Fair AI for Managing Employees in Organizations: A Review, Critique, and Design Agenda—0
Designing Fairness in Autonomous Peer-to-peer Energy Trading—0
COOR-PLT: A hierarchical control model for coordinating adaptive platoons of connected and autonomous vehicles at signal-free intersections based on deep reinforcement learning—0
A Survey on Bias and Fairness in Natural Language Processing—0
Adaptation Speed Analysis for Fairness-aware Causal Models—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