SOTAVerified

Fairness

Papers

Showing 35313540 of 5676 papers

TitleStatusHype
What's the Harm? Sharp Bounds on the Fraction Negatively Affected by TreatmentCode0
Data-driven Distributed Control to Scale EV Integration into Power Grid0
Survey on Fair Reinforcement Learning: Theory and Practice0
Measuring algorithmic interpretability: A human-learning-based framework and the corresponding cognitive complexity score0
What Is Fairness? On the Role of Protected Attributes and Fictitious Worlds0
DPER: Dynamic Programming for Exist-Random Stochastic SATCode0
Accurate Fairness: Improving Individual Fairness without Trading AccuracyCode0
Fair and Green Hyperparameter Optimization via Multi-objective and Multiple Information Source Bayesian Optimization0
Multi-disciplinary fairness considerations in machine learning for clinical trials0
Debiasing Neural Retrieval via In-batch Balancing Regularization0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)99.86Unverified
21D-CSNNPredictive Equality (age)97.8Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)96.87Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)98.97Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)98.45Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)98.68Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)99.31Unverified
#ModelMetricClaimedVerifiedStatus
1Neighbour LearningDegree of Bias (DoB)0.49Unverified
#ModelMetricClaimedVerifiedStatus
1Neighbour LearningDegree of Bias (DoB)6.26Unverified
#ModelMetricClaimedVerifiedStatus
1Neighbour LearningDegree of Bias (DoB)1.96Unverified