SOTAVerified

Fairness

Papers

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Showing 2001–2025 of 5676 papers

TitleStatusHype
Causally Driven Incremental Multi Touch Attribution Using a Recurrent Neural Network—0
Fair Class-Incremental Learning using Sample Weighting—0
A Study of Gender Impact in Self-supervised Models for Speech-to-Text Systems—0
FairCLIP: Social Bias Elimination based on Attribute Prototype Learning and Representation Neutralization—0
A Reinforcement Learning Approach for RIS-aided Fair Communications—0
Fair Clustering: Critique, Caveats, and Future Directions—0
Fair Clustering for Data Summarization: Improved Approximation Algorithms and Complexity Insights—0
Causal Machine Learning: A Survey and Open Problems—0
Fair Clustering Under a Bounded Cost—0
Fair Clustering Using Antidote Data—0
AI-assisted German Employment Contract Review: A Benchmark Dataset—0
Fair clustering via equitable group representations—0
Fair Clustering via Hierarchical Fair-Dirichlet Process—0
Causal Multi-Level Fairness—0
Consumer-side Fairness in Recommender Systems: A Systematic Survey of Methods and Evaluation—0
Fair Compensation—0
Fair Computation Offloading for RSMA-Assisted Mobile Edge Computing Networks—0
FairComp: Workshop on Fairness and Robustness in Machine Learning for Ubiquitous Computing—0
Fair Concurrent Training of Multiple Models in Federated Learning—0
Fair Contextual Multi-Armed Bandits: Theory and Experiments—0
Fairness Concerns in App Reviews: A Study on AI-based Mobile Apps—0
Constructing Fair Latent Space for Intersection of Fairness and Explainability—0
CEB: Compositional Evaluation Benchmark for Fairness in Large Language Models—0
A Framework for Addressing the Risks and Opportunities In AI-Supported Virtual Health Coaches—0
On the Existence of Simpler Machine Learning 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