SOTAVerified

Fairness

Papers

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Showing 3226–3250 of 5676 papers

TitleStatusHype
Discriminative Entropy Clustering and its Relation to K-means and SVM—0
Revisiting Fairness in Multitask Learning: A Performance-Driven Approach for Variance Reduction—0
Revisiting Priority k-Center: Fairness and Outliers—0
Revisiting Technical Bias Mitigation Strategies—0
Revisiting the Berkeley Admissions data: Statistical Tests for Causal Hypotheses—0
Reviving Purpose Limitation and Data Minimisation in Data-Driven Systems—0
Reweighted Mixup for Subpopulation Shift—0
Re-weighting Based Group Fairness Regularization via Classwise Robust Optimization—0
Risk Preferences of Learning Algorithms—0
Risk-Controlling Model Selection via Guided Bayesian Optimization—0
Risk-Sensitive Markov Decision Processes with Combined Metrics of Mean and Variance—0
RIS Meets O-RAN: A Practical Demonstration of Multi-user RIS Optimization through RIC—0
ROBBIE: Robust Bias Evaluation of Large Generative Language Models—0
Robust and Provably Monotonic Networks—0
Robust Beamforming Design for Fairness-Aware Energy Efficiency Maximization in RIS-Assisted mmWave Communications—0
Robust Electric Vehicle Balancing of Autonomous Mobility-On-Demand System: A Multi-Agent Reinforcement Learning Approach—0
Robust Fairness-aware Learning Under Sample Selection Bias—0
Robust ML Auditing using Prior Knowledge—0
Robustness May Be at Odds with Fairness: An Empirical Study on Class-wise Accuracy—0
Robustness Verification for Knowledge-Based Logic of Risky Driving Scenes—0
Robust NOMA-assisted OTFS-ISAC Network Design with 3D Motion Prediction Topology—0
Robust Representation Learning for Unified Online Top-K Recommendation—0
Routing in Mixed Transportation Systems for Mobility Equity—0
Royal Processions: Incentives, Efficiency and Fairness in Two-sided Matching—0
Runtime Monitoring of Dynamic Fairness Properties—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