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Fairness

Papers

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Showing 4651–4700 of 5676 papers

TitleStatusHype
Fairness in Biometrics: a figure of merit to assess biometric verification systems—0
(Un)fairness in Post-operative Complication Prediction Models—0
University of Washington at TREC 2020 Fairness Ranking Track—0
Insights into Fairness through Trust: Multi-scale Trust Quantification for Financial Deep Learning—0
An Efficiency-boosting Client Selection Scheme for Federated Learning with Fairness Guarantee—0
Minimax Pareto Fairness: A Multi Objective PerspectiveCode1
Quadratic Metric Elicitation for Fairness and BeyondCode0
Constrained Serial Rule on the Full Preference Domain—0
Trustworthy AI—0
Identifying and Measuring Annotator Bias Based on Annotators’ Demographic Characteristics—0
Bias in AI-systems: A multi-step approach—0
Making ML models fairer through explanations: the case of LimeOut—0
Fair Classification with Group-Dependent Label NoiseCode0
Strategy-proof and Envy-free Mechanisms for House Allocation—0
Bandits in Matching Markets: Ideas and Proposals for Peer Lending—0
"What We Can't Measure, We Can't Understand": Challenges to Demographic Data Procurement in the Pursuit of Fairness—0
"Thy algorithm shalt not bear false witness": An Evaluation of Multiclass Debiasing Methods on Word EmbeddingsCode0
An Unsupervised Approach towards Varying Human Skin Tone Using Generative Adversarial Networks—0
Inherent Trade-offs in the Fair Allocation of Treatments—0
All of the Fairness for Edge Prediction with Optimal Transport—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
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
KFC: A Scalable Approximation Algorithm for k-center Fair Clustering—0
Versatile Verification of Tree EnsemblesCode1
Bayesian Importance of Features (BIF)Code0
Interpretable Assessment of Fairness During Model Evaluation—0
On Fair Virtual Conference Scheduling: Achieving Equitable Participant and Speaker Satisfaction—0
Collaborative Machine Learning with Incentive-Aware Model Rewards—0
On Transferability of Bias Mitigation Effects in Language Model Fine-Tuning—0
Fair Hate Speech Detection through Evaluation of Social Group Counterfactuals—0
Towards Fair Knowledge Transfer for Imbalanced Domain Adaptation—0
FairPut: A Light Framework for Machine Learning Fairness with LightGBMCode1
The De-democratization of AI: Deep Learning and the Compute Divide in Artificial Intelligence Research—0
Value Cards: An Educational Toolkit for Teaching Social Impacts of Machine Learning through Deliberation—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
Differentiable Optimal Adversaries for Learning Fair Representations—0
How Do Fair Decisions Fare in Long-term Qualification?Code0
Incorporating Interpretable Output Constraints in Bayesian Neural NetworksCode1
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
RobustBench: a standardized adversarial robustness benchmarkCode1
QA2Explanation: Generating and Evaluating Explanations for Question Answering Systems over Knowledge Graph—0
Conceptualization and Framework of Hybrid Intelligence Systems—0
Online Decision Trees with Fairness—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