SOTAVerified

Fairness

Papers

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Showing 4651–4675 of 5676 papers

TitleStatusHype
Exacerbating Algorithmic Bias through Fairness AttacksCode0
Latent-CF: A Simple Baseline for Reverse Counterfactual Explanations—0
Online Learning Demands in Max-min Fairness—0
Bandit-based Communication-Efficient Client Selection Strategies for Federated Learning—0
Noisy Linear Convergence of Stochastic Gradient Descent for CV@R Statistical Learning under Polyak-Łojasiewicz Conditions—0
Demystifying Deep Neural Networks Through Interpretation: A Survey—0
Trading the System Efficiency for the Income Equality of Drivers in Rideshare—0
Fairness in Rating Prediction by Awareness of Verbal and Gesture Quality of Public SpeechesCode0
Conceptualization and Framework of Hybrid Intelligence Systems—0
TARA: Training and Representation Alteration for AI Fairness and Domain Generalization—0
Repurposing recidivism models for forecasting police officer use of forceCode0
Investigating Bias in Image Classification using Model Explanations—0
A Statistical Test for Probabilistic Fairness—0
Fairness Preferences, Actual and Hypothetical: A Study of Crowdworker Incentives—0
Reconfigurable Intelligent Surface Aided Constant-Envelope Wireless Power Transfer—0
Improving Fairness and Privacy in Selection Problems—0
FairOD: Fairness-aware Outlier DetectionCode0
Empirical observation of negligible fairness-accuracy trade-offs in machine learning for public policyCode0
The Managerial Effects of Algorithmic Fairness Activism—0
Mitigating Bias in Federated Learning—0
Non-portability of Algorithmic Fairness in India—0
Assignment Maximization—0
FAST: A Fairness Assured Service Recommendation Strategy Considering Service Capacity Constraint—0
Towards Fairness in Classifying Medical Conversations into SOAP Sections—0
Approximate Heavily-Constrained Learning with Lagrange Multiplier Models—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