SOTAVerified

Fairness

Papers

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Showing 3776–3800 of 5676 papers

TitleStatusHype
Tutorial: Safe and Reliable Machine Learning—0
Two-Agent DRL for Power Allocation and IRS Orientation in Dynamic NOMA-based OWC Networks—0
Two Birds with One Stone: Improving Rumor Detection by Addressing the Unfairness Issue—0
Two-Hop Multi-UAV Relay Network Optimization with Directional Antennas—0
Two-sided fairness in rankings via Lorenz dominance—0
Two-Sided Matching Meets Fair Division—0
Two Simple Ways to Learn Individual Fairness Metrics from Data—0
Two Simple Ways to Learn Individual Fairness Metric from Data—0
Two-stage Algorithm for Fairness-aware Machine Learning—0
Two Tickets are Better than One: Fair and Accurate Hiring Under Strategic LLM Manipulations—0
Type2Branch: Keystroke Biometrics based on a Dual-branch Architecture with Attention Mechanisms and Set2set Loss—0
UAV-Assisted Space-Air-Ground Integrated Networks: A Technical Review of Recent Learning Algorithms—0
UAV-Enabled Data Collection for IoT Networks via Rainbow Learning—0
U-Fair: Uncertainty-based Multimodal Multitask Learning for Fairer Depression Detection—0
Ultimatum game: regret or fairness?—0
Unaware Fairness: Hierarchical Random Forest for Protected Classes—0
Unbiased Cascade Bandits: Mitigating Exposure Bias in Online Learning to Rank Recommendation—0
Unbiased Decisions Reduce Regret: Adversarial Domain Adaptation for the Bank Loan Problem—0
Unbiased GNN Learning via Fairness-Aware Subgraph Diffusion—0
Unbiased Graph Embedding with Biased Graph Observations—0
Wearable-based Fair and Accurate Pain Assessment Using Multi-Attribute Fairness Loss in Convolutional Neural Networks—0
Unbiased Subdata Selection for Fair Classification: A Unified Framework and Scalable Algorithms—0
Unbiasing on the Fly: Explanation-Guided Human Oversight of Machine Learning System Decisions—0
Uncertain Multi-Objective Recommendation via Orthogonal Meta-Learning Enhanced Bayesian Optimization—0
Uncertainty as a Form of Transparency: Measuring, Communicating, and Using Uncertainty—0
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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