SOTAVerified

Fairness

Papers

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Showing 4076–4100 of 5676 papers

TitleStatusHype
Learning Fair Policies for Multi-stage Selection Problems from Observational Data—0
Learning Fair Policies in Multi-Objective (Deep) Reinforcement Learning with Average and Discounted Rewards—0
Learning Fair Ranking Policies via Differentiable Optimization of Ordered Weighted Averages—0
Learning Fair Scoring Functions: Bipartite Ranking under ROC-based Fairness Constraints—0
Learning Feature Disentanglement and Dynamic Fusion for Recaptured Image Forensic—0
Learning for Counterfactual Fairness from Observational Data—0
Learning from Mistakes: Self-Regularizing Hierarchical Representations in Point Cloud Semantic Segmentation—0
Learning from Peers: Deep Transfer Reinforcement Learning for Joint Radio and Cache Resource Allocation in 5G RAN Slicing—0
Generating Fair Universal Representations using Adversarial Models—0
Learning Human-like Representations to Enable Learning Human Values—0
Learning Individually Fair Classifier with Path-Specific Causal-Effect Constraint—0
Learning Optimal and Fair Policies for Online Allocation of Scarce Societal Resources from Data Collected in Deployment—0
Learning Optimal Fair Policies—0
Learning Optimal Fair Scoring Systems for Multi-Class Classification—0
Learning Pareto manifolds in high dimensions: How can regularization help?—0
Learning and DiSentangling Patient Static Information from Time-series Electronic HEalth Record (STEER)—0
Learning Resource Allocation Policies from Observational Data with an Application to Homeless Services Delivery—0
Learning Smooth and Fair Representations—0
Learning Social Fairness Preferences from Non-Expert Stakeholder Opinions in Kidney Placement—0
Learning Strategies in Decentralized Matching Markets under Uncertain Preferences—0
Learning Structured Latent Factors from Dependent Data:A Generative Model Framework from Information-Theoretic Perspective—0
Learning Subjective Time-Series Data via Utopia Label Distribution Approximation—0
Learning to Assign: Towards Fair Task Assignment in Large-Scale Ride Hailing—0
Learning to Balance Altruism and Self-interest Based on Empathy in Mixed-Motive Games—0
Learning to Explore with Lagrangians for Bandits under Unknown Linear Constraints—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