SOTAVerified

Fairness

Papers

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Showing 3051–3075 of 5676 papers

TitleStatusHype
Causal Fairness Assessment of Treatment Allocation with Electronic Health Records—0
Fairness Increases Adversarial Vulnerability—0
Cultural Re-contextualization of Fairness Research in Language Technologies in India—0
Bursting the Burden Bubble? An Assessment of Sharma et al.'s Counterfactual-based Fairness MetricCode0
Deep Learning on a Healthy Data Diet: Finding Important Examples for FairnessCode0
A survey on knowledge-enhanced multimodal learning—0
Social Diversity Reduces the Complexity and Cost of Fostering Fairness—0
On the Alignment of Group Fairness with Attribute Privacy—0
Distributionally Robust Survival Analysis: A Novel Fairness Loss Without DemographicsCode0
A Fair Loss Function for Network PruningCode0
FairMILE: Towards an Efficient Framework for Fair Graph Representation LearningCode0
Holistic Evaluation of Language ModelsCode4
Mitigating Urban-Rural Disparities in Contrastive Representation Learning with Satellite ImageryCode0
Auditing Algorithmic Fairness in Machine Learning for Health with Severity-Based LOGAN—0
Mitigating Frequency Bias in Next-Basket Recommendation via Deconfounders—0
Scalar Invariant Networks with Zero Bias—0
On Energy Efficiency and Fairness Maximization in RIS-Assisted MU-MISO mmWave Communications—0
On Penalization in Stochastic Multi-armed Bandits—0
A Survey on Preserving Fairness Guarantees in Changing Environments—0
Assessing Uncertainty in Similarity Scoring: Performance & Fairness in Face Recognition—0
Early Diagnosis of Chronic Obstructive Pulmonary Disease from Chest X-Rays using Transfer Learning and Fusion Strategies—0
Long bet will lose: demystifying seemingly fair gambling via two-armed Futurity bandit—0
Dark patterns in e-commerce: a dataset and its baseline evaluationsCode1
RISE: Robust Individualized Decision Learning with Sensitive VariablesCode0
Identifying, measuring, and mitigating individual unfairness for supervised learning models and application to credit risk models—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