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Fairness

Papers

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Showing 5401–5450 of 5676 papers

TitleStatusHype
Fair Correlation Clustering in Forests—0
Fair CoVariance Neural Networks—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
FairDD: Enhancing Fairness with domain-incremental learning in dermatological disease diagnosis—0
FairDD: Fair Dataset Distillation via Synchronized Matching—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
Fair Diagnosis: Leveraging Causal Modeling to Mitigate Medical Bias—0
FairDICE: Fairness-Driven Offline Multi-Objective Reinforcement Learning—0
Fair Differentially Private Federated Learning Framework—0
Fair Differential Privacy Can Mitigate the Disparate Impact on Model Accuracy—0
Fair Disaster Containment via Graph-Cut Problems—0
Fair Distillation: Teaching Fairness from Biased Teachers in Medical Imaging—0
Fair Distributed Cooperative Bandit Learning on Networks for Intelligent Internet of Things Systems (Technical Report)—0
Fair Division Under Cardinality Constraints—0
Fair Division Without Disparate Impact—0
FairDP: Certified Fairness with Differential Privacy—0
Fair Dynamic Spectrum Access via Fully Decentralized Multi-Agent Reinforcement Learning—0
FAIREDU: A Multiple Regression-Based Method for Enhancing Fairness in Machine Learning Models for Educational Applications—0
FairEHR-CLP: Towards Fairness-Aware Clinical Predictions with Contrastive Learning in Multimodal Electronic Health Records—0
Fair Empirical Risk Minimization via Exponential Rényi Mutual Information—0
Fair Enough? A map of the current limitations of the requirements to have fair algorithms—0
FAIR-Ensemble: When Fairness Naturally Emerges From Deep Ensembling—0
FaiREO: User Group Fairness for Equality of Opportunity in Course Recommendation—0
Fairer and more accurate, but for whom?—0
Fairer and More Accurate Tabular Models Through NAS—0
FairerCLIP: Debiasing CLIP's Zero-Shot Predictions using Functions in RKHSs—0
FAIRER: Fairness as Decision Rationale Alignment—0
Fairer LP-based Online Allocation via Analytic Center—0
Fair Estimation of Capital Risk Allocation—0
FairEval: Evaluating Fairness in LLM-Based Recommendations with Personality Awareness—0
A Normative Framework for Benchmarking Consumer Fairness in Large Language Model Recommender System—0
Fair Exploration and Exploitation—0
Fair Exploration via Axiomatic Bargaining—0
FairFaceGAN: Fairness-aware Facial Image-to-Image Translation—0
FAIR: Fair Adversarial Instance Re-weighting—0
FAIR: Fairness-Aware Information Retrieval Evaluation—0
Fair Feature Distillation for Visual Recognition—0
Fair Feature Importance Scores for Interpreting Tree-Based Methods and Surrogates—0
Fair Feature Selection: A Comparison of Multi-Objective Genetic Algorithms—0
Fair Feature Subset Selection using Multiobjective Genetic Algorithm—0
FairFed: Enabling Group Fairness in Federated Learning—0
Fair Federated Medical Image Segmentation via Client Contribution Estimation—0
Fair Few-shot Learning with Auxiliary Sets—0
FairFil: Contrastive Neural Debiasing Method for Pretrained Text Encoders—0
FairFly: A Fair Motion Planner for Fleets of Autonomous UAVs in Urban Airspace—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