SOTAVerified

Fairness

Papers

Showing 36513675 of 5676 papers

TitleStatusHype
Towards Equalised Odds as Fairness Metric in Academic Performance Prediction0
Towards Equal Opportunity Fairness through Adversarial Learning0
Towards Equitable Agile Research and Development of AI and Robotics0
Towards Equitable Rail Service Allocation Through Fairness-Oriented Timetabling in Liberalized Markets0
Towards Equity and Algorithmic Fairness in Student Grade Prediction0
Towards Explainability and Fairness in Swiss Judgement Prediction: Benchmarking on a Multilingual Dataset0
Towards Explainable Doctor Recommendation with Large Language Models0
Towards Fair Affective Robotics: Continual Learning for Mitigating Bias in Facial Expression and Action Unit Recognition0
Towards Fair and Calibrated Models0
Towards Fair and Robust Face Parsing for Generative AI: A Multi-Objective Approach0
Towards Fair Classification against Poisoning Attacks0
Towards Fair Class-wise Robustness: Class Optimal Distribution Adversarial Training0
Towards Fair Conversational Recommender Systems0
Towards Fair Deep Anomaly Detection0
Towards Fair Deep Clustering With Multi-State Protected Variables0
Towards Fair Disentangled Online Learning for Changing Environments0
Towards Fairer and More Efficient Federated Learning via Multidimensional Personalized Edge Models0
Towards Fairer Health Recommendations: finding informative unbiased samples via Word Sense Disambiguation0
Towards Fair Face Verification: An In-depth Analysis of Demographic Biases0
Towards Fair Federated Learning with Zero-Shot Data Augmentation0
Towards Fair Federated Recommendation Learning: Characterizing the Inter-Dependence of System and Data Heterogeneity0
Towards Fair Graph Neural Networks via Graph Counterfactual without Sensitive Attributes0
Towards Fair Graph Representation Learning in Social Networks0
Towards Fair Knowledge Transfer for Imbalanced Domain Adaptation0
Towards Fair Machine Learning Software: Understanding and Addressing Model Bias Through Counterfactual Thinking0
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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