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Fairness

Papers

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Showing 2301–2350 of 5676 papers

TitleStatusHype
Ensuring User-side Fairness in Dynamic Recommender Systems—0
Providing Previously Unseen Users Fair Recommendations Using Variational AutoencodersCode0
Fairness Through Domain Awareness: Mitigating Popularity Bias For Music Discovery—0
Fair Few-shot Learning with Auxiliary Sets—0
Generalizable Learning Reconstruction for Accelerating MR Imaging via Federated Neural Architecture SearchCode0
Fairness and Privacy in Voice Biometrics:A Study of Gender Influences Using wav2vec 2.0—0
MARL for Decentralized Electric Vehicle Charging Coordination with V2V Energy Exchange—0
Distributional Off-Policy Evaluation for Slate RecommendationsCode0
Bias in Unsupervised Anomaly Detection in Brain MRI—0
Muffin: A Framework Toward Multi-Dimension AI Fairness by Uniting Off-the-Shelf Models—0
Ontologies for increasing the FAIRness of plant research data—0
Harvard Glaucoma Detection and Progression: A Multimodal Multitask Dataset and Generalization-Reinforced Semi-Supervised Learning—0
Optimizing Group-Fair Plackett-Luce Ranking Models for Relevance and Ex-Post FairnessCode0
Trustworthy Representation Learning Across Domains—0
Counterfactual Graph Augmentation for Consumer Unfairness Mitigation in Recommender SystemsCode0
Collect, Measure, Repeat: Reliability Factors for Responsible AI Data CollectionCode0
A Counterfactual Fair Model for Longitudinal Electronic Health Records via Deconfounder—0
Standardized Interpretable Fairness Measures for Continuous Risk ScoresCode0
Fairness Explainability using Optimal Transport with Applications in Image ClassificationCode0
A survey on bias in machine learning research—0
GBM-based Bregman Proximal Algorithms for Constrained LearningCode0
Systematic Offensive Stereotyping (SOS) Bias in Language Models—0
FairMonitor: A Four-Stage Automatic Framework for Detecting Stereotypes and Biases in Large Language Models—0
Unlocking Accuracy and Fairness in Differentially Private Image ClassificationCode1
GPFL: Simultaneously Learning Global and Personalized Feature Information for Personalized Federated LearningCode4
A Survey on Fairness in Large Language Models—0
RAH! RecSys-Assistant-Human: A Human-Centered Recommendation Framework with LLM Agents—0
Disparity, Inequality, and Accuracy Tradeoffs in Graph Neural Networks for Node ClassificationCode0
Revisiting Skin Tone Fairness in Dermatological Lesion ClassificationCode0
Causal Adversarial Perturbations for Individual Fairness and Robustness in Heterogeneous Data Spaces—0
Equitable Restless Multi-Armed Bandits: A General Framework Inspired By Digital HealthCode1
Differential Privacy, Linguistic Fairness, and Training Data Influence: Impossibility and Possibility Theorems for Multilingual Language Models—0
Fair GANs through model rebalancing for extremely imbalanced class distributions—0
Explainable AI for clinical risk prediction: a survey of concepts, methods, and modalities—0
Unbiased Decisions Reduce Regret: Adversarial Domain Adaptation for the Bank Loan Problem—0
Fairness and Privacy in Federated Learning and Their Implications in HealthcareCode0
Generative InterpretationCode0
Benign Shortcut for Debiasing: Fair Visual Recognition via Intervention with Shortcut Features—0
FUTURE-AI: International consensus guideline for trustworthy and deployable artificial intelligence in healthcare—0
LTP-MMF: Towards Long-term Provider Max-min Fairness Under Recommendation Feedback LoopsCode0
EFX Allocations Exist for Binary Valuations—0
Trustworthy LLMs: a Survey and Guideline for Evaluating Large Language Models' AlignmentCode1
School Choice with Multiple Priorities—0
Are Sex-based Physiological Differences the Cause of Gender Bias for Chest X-ray Diagnosis?Code0
Exploring Multilingual Text Data DistillationCode0
Addressing Racial Bias in Facial Emotion Recognition—0
Unmasking Nationality Bias: A Study of Human Perception of Nationalities in AI-Generated Articles—0
Learning Unbiased Image Segmentation: A Case Study with Plain Knee Radiographs—0
Investigating Speaker Embedding Disentanglement on Natural Read Speech—0
Towards Carbon-Free Electricity: A Flow-Based Framework for Power Grid Carbon Accounting and Decarbonization—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