SOTAVerified

Fairness

Papers

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Showing 5551–5575 of 5676 papers

TitleStatusHype
Machine Learning for Predictive On-Demand Deployment of UAVs for Wireless Communications—0
Modeling, Simulation and Fairness Analysis of Wi-Fi and Unlicensed LTE Coexistence—0
Fair Division Under Cardinality Constraints—0
Deep Bayesian Trust : A Dominant and Fair Incentive Mechanism for Crowd—0
Unleashing Linear Optimizers for Group-Fair Learning and Optimization—0
Entropy based Independent Learning in Anonymous Multi-Agent Settings—0
Reinforcement Learning for Fair Dynamic Pricing—0
Closing the AI Knowledge Gap—0
Some HCI Priorities for GDPR-Compliant Machine Learning—0
Resource Allocation in Wireless Networks with Energy Constraints—0
Probably Approximately Metric-Fair Learning—0
Fairness Through Computationally-Bounded Awareness—0
A Reductions Approach to Fair ClassificationCode0
On Discrimination Discovery and Removal in Ranked Data using Causal Graph—0
Human Perceptions of Fairness in Algorithmic Decision Making: A Case Study of Criminal Risk Prediction—0
Empirical Risk Minimization under Fairness ConstraintsCode0
An Algorithmic Framework to Control Bias in Bandit-based Personalization—0
Path-Specific Counterfactual Fairness—0
Fairness of Exposure in Rankings—0
Online Learning with an Unknown Fairness Metric—0
Learning Adversarially Fair and Transferable RepresentationsCode0
Modeling the Formation of Social Conventions from Embodied Real-Time Interactions—0
Fair and Diverse DPP-based Data SummarizationCode0
Convex Formulations for Fair Principal Component AnalysisCode0
Fairness and Accountability Design Needs for Algorithmic Support in High-Stakes Public Sector Decision-Making—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