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Fairness

Papers

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Showing 5601–5650 of 5676 papers

TitleStatusHype
Fairness by Learning Orthogonal Disentangled Representations—0
Fairness Certification for Natural Language Processing and Large Language Models—0
Non-portability of Algorithmic Fairness in India—0
Fairness constraint in Structural Econometrics and Application to fair estimation using Instrumental Variables—0
Fairness constraints can help exact inference in structured prediction—0
Fairness Constraints in Semi-supervised Learning—0
Fairness Continual Learning Approach to Semantic Scene Understanding in Open-World Environments—0
Fairness criteria through the lens of directed acyclic graphical models—0
Fairness Degrading Adversarial Attacks Against Clustering Algorithms—0
Fairness-Driven LLM-based Causal Discovery with Active Learning and Dynamic Scoring—0
Fairness-Driven Private Collaborative Machine Learning—0
Fairness-enhancing deep learning for ride-hailing demand prediction—0
Fairness-enhancing interventions in stream classification—0
Fairness-enhancing mixed effects deep learning improves fairness on in- and out-of-distribution clustered (non-iid) data—0
Fairness-Enhancing Vehicle Rebalancing in the Ride-hailing System—0
Fairness Evaluation in Deepfake Detection Models using Metamorphic Testing—0
Fairness Evaluation in Text Classification: Machine Learning Practitioner Perspectives of Individual and Group Fairness—0
Fairness Evaluation with Item Response Theory—0
Fairness Feedback Loops: Training on Synthetic Data Amplifies Bias—0
Fairness for All: Investigating Harms to Within-Group Individuals in Producer Fairness Re-ranking Optimization -- A Reproducibility Study—0
Fairness for AUC via Feature Augmentation—0
Cooperative Multi-Agent Fairness and Equivariant Policies—0
Fairness for Robust Learning to Rank—0
Fairness for Text Classification Tasks with Identity Information Data Augmentation Methods—0
Fairness for Unobserved Characteristics: Insights from Technological Impacts on Queer Communities—0
Fairness for Whom? Critically reframing fairness with Nash Welfare Product—0
Fairness for Whom? Understanding the Reader's Perception of Fairness in Text Summarization—0
Fairness for Workers Who Pull the Arms: An Index Based Policy for Allocation of Restless Bandit Tasks—0
Fairness: from the ethical principle to the practice of Machine Learning development as an ongoing agreement with stakeholders—0
Fairness GAN—0
Fairness Guaranteed and Auction-based x-haul and Cloud Resource Allocation in Multi-tenant O-RANs—0
Fairness guarantee in analysis of incomplete data—0
Fairness Guarantees under Demographic Shift—0
Fairness-guided Few-shot Prompting for Large Language Models—0
Fairness-guided SMT-based Rectification of Decision Trees and Random Forests—0
Fairness Hacking: The Malicious Practice of Shrouding Unfairness in Algorithms—0
Fairness Hub Technical Briefs: AUC Gap—0
Fairness Hub Technical Briefs: Definition and Detection of Distribution Shift—0
Fairness Implications of Heterogeneous Treatment Effect Estimation with Machine Learning Methods in Policy-making—0
Fairness Improves Learning from Noisily Labeled Long-Tailed Data—0
Individual Fairness in Advertising Auctions through Inverse Proportionality—0
Fairness in AI and Its Long-Term Implications on Society—0
Fairness in AI Systems: Mitigating gender bias from language-vision models—0
Fairness in Algorithmic Decision Making: An Excursion Through the Lens of Causality—0
Fairness in Algorithmic Profiling: A German Case Study—0
Fairness in Algorithmic Recourse Through the Lens of Substantive Equality of Opportunity—0
Fairness in Biometrics: a figure of merit to assess biometric verification systems—0
Fairness in Cardiac MR Image Analysis: An Investigation of Bias Due to Data Imbalance in Deep Learning Based Segmentation—0
Fairness Incentives in Response to Unfair Dynamic Pricing—0
Fairness in Clustering with Multiple Sensitive Attributes—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