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Fairness

Papers

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Showing 1276–1300 of 5676 papers

TitleStatusHype
A Survey on Trustworthiness in Foundation Models for Medical Image Analysis—0
Prediction Instability in Machine Learning Ensembles—0
FairJob: A Real-World Dataset for Fairness in Online SystemsCode0
Efficient DNN-Powered Software with Fair Sparse Models—0
Language Model Alignment in Multilingual Trolley ProblemsCode1
CEB: Compositional Evaluation Benchmark for Fairness in Large Language Models—0
Toward Automated Detection of Biased Social Signals from the Content of Clinical Conversations—0
FairMedFM: Fairness Benchmarking for Medical Imaging Foundation ModelsCode2
FairLay-ML: Intuitive Debugging of Fairness in Data-Driven Social-Critical SoftwareCode0
Honor Among Bandits: No-Regret Learning for Online Fair Division—0
OxonFair: A Flexible Toolkit for Algorithmic FairnessCode1
GenderBias-VL: Benchmarking Gender Bias in Vision Language Models via Counterfactual Probing—0
Formalising Anti-Discrimination Law in Automated Decision Systems—0
Dataset Representativeness and Downstream Task Fairness—0
Learning Interpretable Legal Case Retrieval via Knowledge-Guided Case ReformulationCode1
CUPID: Improving Battle Fairness and Position Satisfaction in Online MOBA Games with a Re-matchmaking System—0
A Survey on Data Quality Dimensions and Tools for Machine LearningCode1
Enforcing Equity in Neural Climate Emulators—0
"My Kind of Woman": Analysing Gender Stereotypes in AI through The Averageness Theory and EU Law—0
Diminishing Stereotype Bias in Image Generation Model using Reinforcemenlent Learning Feedback—0
Deriva-ML: A Continuous FAIRness Approach to Reproducible Machine Learning Models—0
The Rise of Artificial Intelligence in Educational Measurement: Opportunities and Ethical Challenges—0
Evaluating AI Group Fairness: a Fuzzy Logic Perspective—0
Fairness and Bias in Multimodal AI: A Survey—0
Dancing in the Shadows: Harnessing Ambiguity for Fairer Classifiers—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