SOTAVerified

Fairness

Papers

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Showing 4726–4750 of 5676 papers

TitleStatusHype
Trustworthy AI—0
Making ML models fairer through explanations: the case of LimeOut—0
Bias in AI-systems: A multi-step approach—0
Identifying and Measuring Annotator Bias Based on Annotators’ Demographic Characteristics—0
Fair Classification with Group-Dependent Label NoiseCode0
Bandits in Matching Markets: Ideas and Proposals for Peer Lending—0
An Unsupervised Approach towards Varying Human Skin Tone Using Generative Adversarial Networks—0
Strategy-proof and Envy-free Mechanisms for House Allocation—0
All of the Fairness for Edge Prediction with Optimal Transport—0
Inherent Trade-offs in the Fair Allocation of Treatments—0
"Thy algorithm shalt not bear false witness": An Evaluation of Multiclass Debiasing Methods on Word EmbeddingsCode0
"What We Can't Measure, We Can't Understand": Challenges to Demographic Data Procurement in the Pursuit of Fairness—0
Learning Strategies in Decentralized Matching Markets under Uncertain Preferences—0
A Local Search Framework for Experimental Design—0
Assessing Viewpoint Diversity in Search Results Using Ranking Fairness Metrics—0
Bayesian Importance of Features (BIF)Code0
KFC: A Scalable Approximation Algorithm for k-center Fair Clustering—0
Exploiting Cell-Free Massive MIMO for Enabling Simultaneous Wireless Information and Power Transfer—0
One-vs.-One Mitigation of Intersectional Bias: A General Method to Extend Fairness-Aware Binary Classification—0
Robustness May Be at Odds with Fairness: An Empirical Study on Class-wise Accuracy—0
Interpretable Assessment of Fairness During Model Evaluation—0
On Fair Virtual Conference Scheduling: Achieving Equitable Participant and Speaker Satisfaction—0
On Transferability of Bias Mitigation Effects in Language Model Fine-Tuning—0
Collaborative Machine Learning with Incentive-Aware Model Rewards—0
Fair Hate Speech Detection through Evaluation of Social Group Counterfactuals—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