SOTAVerified

Fairness

Papers

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Showing 2001–2050 of 5676 papers

TitleStatusHype
Building Better Open-Source Tools to Support Fairness in Automated Scoring—0
Fair Class-Incremental Learning using Sample Weighting—0
A novel initialisation based on hospital-resident assignment for the k-modes algorithm—0
FairCLIP: Social Bias Elimination based on Attribute Prototype Learning and Representation Neutralization—0
Adversarial Testing in LLMs: Insights into Decision-Making Vulnerabilities—0
Everyone deserves their voice to be heard: Analyzing Predictive Gender Bias in ASR Models Applied to Dutch Speech Data—0
Fair Clustering for Data Summarization: Improved Approximation Algorithms and Complexity Insights—0
Evaluation of group fairness measures in student performance prediction problems—0
Fair Clustering Under a Bounded Cost—0
Fair Clustering Using Antidote Data—0
Building A Unified AI-centric Language System: analysis, framework and future work—0
Fair clustering via equitable group representations—0
Fair Clustering via Hierarchical Fair-Dirichlet Process—0
Evaluation of Fairness Trade-offs in Predicting Student Success—0
Bugs in Machine Learning-based Systems: A Faultload Benchmark—0
Fair Compensation—0
Fair Computation Offloading for RSMA-Assisted Mobile Edge Computing Networks—0
FairComp: Workshop on Fairness and Robustness in Machine Learning for Ubiquitous Computing—0
Fair Concurrent Training of Multiple Models in Federated Learning—0
Fair Contextual Multi-Armed Bandits: Theory and Experiments—0
A Novel Approach to Fair Power Allocation for NOMA in Visible Light Communication—0
Evaluation Framework for AI Systems in "the Wild"—0
Evaluating Trade-offs in Computer Vision Between Attribute Privacy, Fairness and Utility—0
Buffer-aware Wireless Scheduling based on Deep Reinforcement Learning—0
Fair Correlation Clustering—0
Fair Correlation Clustering in Forests—0
Evaluating the Promise and Pitfalls of LLMs in Hiring Decisions—0
Fair Data Adaptation with Quantile Preservation—0
FADE: Towards Fairness-aware Augmentation for Domain Generalization via Classifier-Guided Score-based Diffusion Models—0
Causal Feature Selection for Algorithmic Fairness—0
Evaluating the Performance of Nigerian Lecturers using Multilayer Perceptron—0
Bt-GAN: Generating Fair Synthetic Healthdata via Bias-transforming Generative Adversarial Networks—0
A Novel Approach to Fairness in Automated Decision-Making using Affective Normalization—0
Adversarial Stacked Auto-Encoders for Fair Representation Learning—0
Fair Decision-Making for Food Inspections—0
Fair Decision-making Under Uncertainty—0
Fair Decision Rules for Binary Classification—0
FairDeDup: Detecting and Mitigating Vision-Language Fairness Disparities in Semantic Dataset Deduplication—0
A Complete Criterion for Value of Information in Soluble Influence Diagrams—0
Evaluating the Impact of Social Determinants on Health Prediction in the Intensive Care Unit—0
Evaluating the Fairness of Neural Collapse in Medical Image Classification—0
FairDICE: Fairness-Driven Offline Multi-Objective Reinforcement Learning—0
Making Corgis Important for Honeycomb Classification: Adversarial Attacks on Concept-based Explainability Tools—0
Fair Differential Privacy Can Mitigate the Disparate Impact on Model Accuracy—0
Evaluating the fairness of fine-tuning strategies in self-supervised learning—0
Evaluating the Fairness of Deep Learning Uncertainty Estimates in Medical Image Analysis—0
Evaluating the Fairness Impact of Differentially Private Synthetic Data—0
A Notion of Individual Fairness for Clustering—0
Adversarial Scrutiny of Evidentiary Statistical Software—0
Evaluating the Efficacy of LLM-Based Reasoning for Multiobjective HPC Job Scheduling—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