SOTAVerified

Fairness

Papers

Showing 23262350 of 5676 papers

TitleStatusHype
A Survey on Fairness in Large Language Models0
RAH! RecSys-Assistant-Human: A Human-Centered Recommendation Framework with LLM Agents0
Disparity, Inequality, and Accuracy Tradeoffs in Graph Neural Networks for Node ClassificationCode0
Revisiting Skin Tone Fairness in Dermatological Lesion ClassificationCode0
Causal Adversarial Perturbations for Individual Fairness and Robustness in Heterogeneous Data Spaces0
Equitable Restless Multi-Armed Bandits: A General Framework Inspired By Digital HealthCode1
Differential Privacy, Linguistic Fairness, and Training Data Influence: Impossibility and Possibility Theorems for Multilingual Language Models0
Fair GANs through model rebalancing for extremely imbalanced class distributions0
Explainable AI for clinical risk prediction: a survey of concepts, methods, and modalities0
Unbiased Decisions Reduce Regret: Adversarial Domain Adaptation for the Bank Loan Problem0
Fairness and Privacy in Federated Learning and Their Implications in HealthcareCode0
Generative InterpretationCode0
Benign Shortcut for Debiasing: Fair Visual Recognition via Intervention with Shortcut Features0
FUTURE-AI: International consensus guideline for trustworthy and deployable artificial intelligence in healthcare0
LTP-MMF: Towards Long-term Provider Max-min Fairness Under Recommendation Feedback LoopsCode0
EFX Allocations Exist for Binary Valuations0
Trustworthy LLMs: a Survey and Guideline for Evaluating Large Language Models' AlignmentCode1
School Choice with Multiple Priorities0
Are Sex-based Physiological Differences the Cause of Gender Bias for Chest X-ray Diagnosis?Code0
Exploring Multilingual Text Data DistillationCode0
Addressing Racial Bias in Facial Emotion Recognition0
Unmasking Nationality Bias: A Study of Human Perception of Nationalities in AI-Generated Articles0
Learning Unbiased Image Segmentation: A Case Study with Plain Knee Radiographs0
Investigating Speaker Embedding Disentanglement on Natural Read Speech0
Towards Carbon-Free Electricity: A Flow-Based Framework for Power Grid Carbon Accounting and Decarbonization0
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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