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Fairness

Papers

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Showing 2576–2600 of 5676 papers

TitleStatusHype
GFairHint: Improving Individual Fairness for Graph Neural Networks via Fairness Hint—0
Learning Rate Free Sampling in Constrained DomainsCode0
Is Your Model "MADD"? A Novel Metric to Evaluate Algorithmic Fairness for Predictive Student ModelsCode0
Gender Biases in Automatic Evaluation Metrics for Image CaptioningCode0
Fairness in Streaming Submodular Maximization over a Matroid Constraint—0
Trade-Offs Between Fairness and Privacy in Language ModelingCode0
Fair Differentially Private Federated Learning Framework—0
Do All Languages Cost the Same? Tokenization in the Era of Commercial Language Models—0
A Trip Towards Fairness: Bias and De-Biasing in Large Language Models—0
Curse of "Low" Dimensionality in Recommender Systems—0
FITNESS: A Causal De-correlation Approach for Mitigating Bias in Machine Learning Software—0
Mitigating fairwashing using Two-Source Audits—0
Fair Oversampling Technique using Heterogeneous Clusters—0
Fairness of ChatGPTCode0
DeepBern-Nets: Taming the Complexity of Certifying Neural Networks using Bernstein Polynomial Activations and Precise Bound PropagationCode0
On Bias and Fairness in NLP: Investigating the Impact of Bias and Debiasing in Language Models on the Fairness of Toxicity Detection—0
Causality-Aided Trade-off Analysis for Machine Learning Fairness—0
Evaluating the Impact of Social Determinants on Health Prediction in the Intensive Care Unit—0
Transferring Fairness using Multi-Task Learning with Limited Demographic Information—0
Time Fairness in Online Knapsack ProblemsCode0
Coswara: A respiratory sounds and symptoms dataset for remote screening of SARS-CoV-2 infectionCode2
Should We Attend More or Less? Modulating Attention for FairnessCode0
On the Limitations of Simulating Active Learning—0
Fair Without Leveling Down: A New Intersectional Fairness Definition—0
Model Debiasing via Gradient-based Explanation on Representation—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