SOTAVerified

Fairness

Papers

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Showing 4951–4975 of 5676 papers

TitleStatusHype
Causal Feature Selection for Algorithmic Fairness—0
DeepFair: Deep Learning for Improving Fairness in Recommender Systems—0
Multiuser Full-Duplex Two-Way Communications via Intelligent Reflecting Surface—0
Fair Bayesian Optimization—0
Trade-offs between membership privacy & adversarially robust learning—0
Fair Classification with Noisy Protected Attributes: A Framework with Provable GuaranteesCode0
Classification Under Misspecification: Halfspaces, Generalized Linear Models, and Connections to EvolvabilityCode0
Achieving Equalized Odds by Resampling Sensitive AttributesCode0
Disparate Impact of Artificial Intelligence Bias in Ridehailing Economy's Price Discrimination Algorithms—0
A Notion of Individual Fairness for Clustering—0
Equality of Learning Opportunity via Individual Fairness in Personalized Recommendations—0
Interplay between Upsampling and Regularization for Provider Fairness in Recommender Systems—0
Effects of algorithmic flagging on fairness: quasi-experimental evidence from Wikipedia—0
Least kth-Order and Rényi Generative Adversarial Networks—0
Fairness-Aware Explainable Recommendation over Knowledge Graphs—0
A quest for a fair schedule: The Young Physicists' Tournament—0
What's Sex Got To Do With Fair Machine Learning?—0
A Machine Learning System for Retaining Patients in HIV CareCode0
Deep Fair Clustering for Visual LearningCode0
Mitigating Bias in Face Recognition Using Skewness-Aware Reinforcement Learning—0
Meta Clustering for Collaborative Learning—0
Review of Mathematical frameworks for Fairness in Machine Learning—0
Fair Policy Targeting—0
Sentiment Analysis: Automatically Detecting Valence, Emotions, and Other Affectual States from Text—0
Projection to Fairness in Statistical Learning—0
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All datasetsBAF – BaseBAF – Variant IBAF – Variant IIBAF – Variant IIIBAF – Variant IVBAF – Variant VDiveFaceMORPHUTKFace

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