SOTAVerified

Fairness

Papers

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Showing 1151–1175 of 5676 papers

TitleStatusHype
DADI: Dynamic Discovery of Fair Information with Adversarial Reinforcement Learning—0
Data-Algorithm-Architecture Co-Optimization for Fair Neural Networks on Skin Lesion Dataset—0
Data Augmentation via Subgroup Mixup for Improving Fairness—0
Data-driven Distributed Control to Scale EV Integration into Power Grid—0
Dataset Representativeness and Downstream Task Fairness—0
Decoding Compressed Trust: Scrutinizing the Trustworthiness of Efficient LLMs Under Compression—0
A Trip Towards Fairness: Bias and De-Biasing in Large Language Models—0
A Transparent Framework for Evaluating Unintended Demographic Bias in Word Embeddings—0
A Transparency Index Framework for AI in Education—0
aiXamine: Simplified LLM Safety and Security—0
Adaptive Gradient Sparsification for Efficient Federated Learning: An Online Learning Approach—0
A Transformer-Based Deep Learning Approach for Fairly Predicting Post-Liver Transplant Risk Factors—0
A Transactive Energy Market Framework Considering Network Constraints and Fairness—0
A toolkit of dilemmas: Beyond debiasing and fairness formulas for responsible AI/ML—0
A Three-Way Knot: Privacy, Fairness, and Predictive Performance Dynamics—0
AI-powered mechanisms as judges: Breaking ties in chess—0
Achievement and Fragility of Long-term Equitability—0
Curse of "Low" Dimensionality in Recommender Systems—0
A Theoretical Approach to Characterize the Accuracy-Fairness Trade-off Pareto Frontier—0
A TextGCN-Based Decoding Approach for Improving Remote Sensing Image Captioning—0
Aiming to Minimize Alcohol-Impaired Road Fatalities: Utilizing Fairness-Aware and Domain Knowledge-Infused Artificial Intelligence—0
A Technical and Normative Investigation of Social Bias Amplification—0
A Taxonomy of Challenges to Curating Fair Datasets—0
Adaptive Fairness Improvement Based on Causality Analysis—0
CUPID: Improving Battle Fairness and Position Satisfaction in Online MOBA Games with a Re-matchmaking System—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