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Fairness

Papers

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Showing 1251–1300 of 5676 papers

TitleStatusHype
FairDomain: Achieving Fairness in Cross-Domain Medical Image Segmentation and ClassificationCode1
MAGNET: Improving the Multilingual Fairness of Language Models with Adaptive Gradient-Based Tokenization—0
Are Large Language Models Really Bias-Free? Jailbreak Prompts for Assessing Adversarial Robustness to Bias ElicitationCode0
BiasPruner: Debiased Continual Learning for Medical Image ClassificationCode1
Operationalizing the Blueprint for an AI Bill of Rights: Recommendations for Practitioners, Researchers, and Policy Makers—0
fairBERTs: Erasing Sensitive Information Through Semantic and Fairness-aware Perturbations—0
Long-Term Fairness in Sequential Multi-Agent Selection with Positive ReinforcementCode0
The Human Factor in AI Red Teaming: Perspectives from Social and Collaborative Computing—0
Instrumentation and Analysis of Native ML Pipelines via Logical Query Plans—0
High-Precision, Fair University Course Scheduling During a Pandemic—0
Disentangled Representation Learning with the Gromov-Monge Gap—0
Energy Efficient Fair STAR-RIS for Mobile Users—0
An Empirical Study of Gendered Stereotypes in Emotional Attributes for Bangla in Multilingual Large Language ModelsCode0
FairDiff: Fair Segmentation with Point-Image DiffusionCode2
Evaluating the Fairness of Neural Collapse in Medical Image Classification—0
FairPFN: Transformers Can do Counterfactual Fairness—0
FedMRL: Data Heterogeneity Aware Federated Multi-agent Deep Reinforcement Learning for Medical ImagingCode0
A Fair Post-Processing Method based on the MADD Metric for Predictive Student ModelsCode0
ElecBench: a Power Dispatch Evaluation Benchmark for Large Language ModelsCode1
Fair Submodular Cover—0
Amazing Things Come From Having Many Good Models—0
NeuFair: Neural Network Fairness Repair with DropoutCode0
A Survey on Natural Language Counterfactual GenerationCode0
DocXplain: A Novel Model-Agnostic Explainability Method for Document Image Classification—0
AMA-LSTM: Pioneering Robust and Fair Financial Audio Analysis for Stock Volatility Prediction—0
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