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Fairness

Papers

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Showing 4751–4775 of 5676 papers

TitleStatusHype
Towards Fair Knowledge Transfer for Imbalanced Domain Adaptation—0
The Pursuit of Algorithmic Fairness: On "Correcting" Algorithmic Unfairness in a Child Welfare Reunification Success ClassifierCode0
Achieving User-Side Fairness in Contextual Bandits—0
Value Cards: An Educational Toolkit for Teaching Social Impacts of Machine Learning through Deliberation—0
The De-democratization of AI: Deep Learning and the Compute Divide in Artificial Intelligence Research—0
How Do Fair Decisions Fare in Long-term Qualification?Code0
Differentiable Optimal Adversaries for Learning Fair Representations—0
Where Is the Normative Proof? Assumptions and Contradictions in ML Fairness Research—0
Can I Trust My Fairness Metric? Assessing Fairness with Unlabeled Data and Bayesian Inference—0
Survey on Causal-based Machine Learning Fairness Notions—0
QA2Explanation: Generating and Evaluating Explanations for Question Answering Systems over Knowledge Graph—0
Online Decision Trees with Fairness—0
Conceptualization and Framework of Hybrid Intelligence Systems—0
Causal Multi-Level Fairness—0
Fairness in Streaming Submodular Maximization: Algorithms and Hardness—0
Equitable Allocation of Healthcare Resources with Fair Cox Models—0
Explainability for fair machine learning—0
ProportionNet: Balancing Fairness and Revenue for Auction Design with Deep Learning—0
FaiR-N: Fair and Robust Neural Networks for Structured DataCode0
Chasing Your Long Tails: Differentially Private Prediction in Health Care Settings—0
A Framework for Addressing the Risks and Opportunities In AI-Supported Virtual Health Coaches—0
Bridging Machine Learning and Mechanism Design towards Algorithmic Fairness—0
Local Connectivity in Centroid Clustering—0
Representativity Fairness in Clustering—0
Robust Fairness under Covariate ShiftCode0
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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