SOTAVerified

Fairness

Papers

Showing 23762400 of 5676 papers

TitleStatusHype
A short review of the main concerns in A.I. development and application within the public sector supported by NLP and TM0
Explainable Disparity Compensation for Efficient Fair Ranking0
Mitigating Mainstream Bias in Recommendation via Cost-sensitive LearningCode0
The Double-Edged Sword of Big Data and Information Technology for the Disadvantaged: A Cautionary Tale from Open Banking0
Scaff-PD: Communication Efficient Fair and Robust Federated Learning0
Towards an AI Accountability Policy0
On The Role of Reasoning in the Identification of Subtle Stereotypes in Natural Language0
Fairness Under Demographic Scarce RegimeCode0
Towards Bridging the FL Performance-Explainability Trade-Off: A Trustworthy 6G RAN Slicing Use-Case0
Consensus-based Participatory Budgeting for Legitimacy: Decision Support via Multi-agent Reinforcement Learning0
Spectral Normalized-Cut Graph Partitioning with Fairness ConstraintsCode0
On the Vulnerability of Fairness Constrained Learning to Malicious Noise0
Towards Better Fairness-Utility Trade-off: A Comprehensive Measurement-Based Reinforcement Learning Framework0
A Video-based Detector for Suspicious Activity in Examination with OpenPose0
Demystifying Local and Global Fairness Trade-offs in Federated Learning Using Partial Information DecompositionCode0
Mitigating Voter Attribute Bias for Fair Opinion Aggregation0
Decentralized Smart Charging of Large-Scale EVs using Adaptive Multi-Agent Multi-Armed Bandits0
FairMobi-Net: A Fairness-aware Deep Learning Model for Urban Mobility Flow Generation0
Fairness-Aware Client Selection for Federated Learning0
Challenges and Solutions in AI for All0
Blockchain-Based Federated Learning: Incentivizing Data Sharing and Penalizing Dishonest Behavior0
Learner Referral for Cost-Effective Federated Learning Over Hierarchical IoT Networks0
Towards Fair Face Verification: An In-depth Analysis of Demographic Biases0
Test-takers have a say: understanding the implications of the use of AI in language tests0
Explanation-Guided Fair Federated Learning for Transparent 6G RAN Slicing0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)99.86Unverified
21D-CSNNPredictive Equality (age)97.8Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)96.87Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)98.97Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)98.45Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)98.68Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)99.31Unverified
#ModelMetricClaimedVerifiedStatus
1Neighbour LearningDegree of Bias (DoB)0.49Unverified
#ModelMetricClaimedVerifiedStatus
1Neighbour LearningDegree of Bias (DoB)6.26Unverified
#ModelMetricClaimedVerifiedStatus
1Neighbour LearningDegree of Bias (DoB)1.96Unverified