SOTAVerified

Fairness

Papers

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Showing 3326–3350 of 5676 papers

TitleStatusHype
Single-Loop Stochastic Algorithms for Difference of Max-Structured Weakly Convex Functions—0
Skellam Rank: Fair Learning to Rank Algorithm Based on Poisson Process and Skellam Distribution for Recommender Systems—0
Skin Cancer Machine Learning Model Tone Bias—0
Small Total-Cost Constraints in Contextual Bandits with Knapsacks, with Application to Fairness—0
Smart Energy Guardian: A Hybrid Deep Learning Model for Detecting Fraudulent PV Generation—0
Smartphone-based Hard-braking Event Detection at Scale for Road Safety Services—0
Smart Scheduling based on Deep Reinforcement Learning for Cellular Networks—0
Smiles in Profiles: Improving Efficiency While Reducing Disparities in Online Marketplaces—0
Social Bias Probing: Fairness Benchmarking for Language Models—0
Social Choice for Heterogeneous Fairness in Recommendation—0
Social Diversity Reduces the Complexity and Cost of Fostering Fairness—0
Socially Fair Center-based and Linear Subspace Clustering—0
Socially-Optimal Mechanism Design for Incentivized Online Learning—0
Socially Responsible AI Algorithms: Issues, Purposes, and Challenges—0
Social Norm Bias: Residual Harms of Fairness-Aware Algorithms—0
Social Preferences and Deliberately Stochastic Behavior—0
SoFaiR: Single Shot Fair Representation Learning—0
Soft decision trees for survival analysis—0
Soft-prompt Tuning for Large Language Models to Evaluate Bias—0
Software Engineering for Fairness: A Case Study with Hyperparameter Optimization—0
Soft Weighted Machine Unlearning—0
SoK: Taming the Triangle -- On the Interplays between Fairness, Interpretability and Privacy in Machine Learning—0
SoK: What Makes Private Learning Unfair?—0
Solving Constrained CASH Problems with ADMM—0
Some HCI Priorities for GDPR-Compliant Machine 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