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Fairness

Papers

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Showing 1751–1800 of 5676 papers

TitleStatusHype
Automating Food Drop: The Power of Two Choices for Dynamic and Fair Food Allocation—0
Language Models are Alignable Decision-Makers: Dataset and Application to the Medical Triage DomainCode0
A Taxonomy of Challenges to Curating Fair Datasets—0
When is Multicalibration Post-Processing Necessary?Code0
An Efficient Framework for Crediting Data Contributors of Diffusion Models—0
Why Don't Prompt-Based Fairness Metrics Correlate?Code0
Whose Preferences? Differences in Fairness Preferences and Their Impact on the Fairness of AI Utilizing Human FeedbackCode0
Provable Optimization for Adversarial Fair Self-supervised Contrastive Learning—0
Few-Shot Load Forecasting Under Data Scarcity in Smart Grids: A Meta-Learning Approach—0
Group-wise oracle-efficient algorithms for online multi-group learning—0
A Unified View of Group Fairness Tradeoffs Using Partial Information Decomposition—0
Measuring Fairness in Large-Scale Recommendation Systems with Missing Labels—0
Measuring and Addressing Indexical Bias in Information RetrievalCode0
Promoting Fairness and Diversity in Speech Datasets for Mental Health and Neurological Disorders ResearchCode0
A Survey on Medical Large Language Models: Technology, Application, Trustworthiness, and Future Directions—0
Improving the Fairness of Deep-Learning, Short-term Crime Prediction with Under-reporting-aware Models—0
Reproducibility study of FairACCode0
FedStaleWeight: Buffered Asynchronous Federated Learning with Fair Aggregation via Staleness ReweightingCode0
On the Power of Randomization in Fair Classification and Representation—0
CAPRI-FAIR: Integration of Multi-sided Fairness in Contextual POI Recommendation FrameworkCode0
On the Maximal Local Disparity of Fairness-Aware ClassifiersCode0
Evaluating AI fairness in credit scoring with the BRIO tool—0
Reconciling Heterogeneous Effects in Causal Inference—0
Path-Specific Causal Reasoning for Fairness-aware Cognitive DiagnosisCode0
Are Your Models Still Fair? Fairness Attacks on Graph Neural Networks via Node InjectionsCode0
Building Socially-Equitable Public ModelsCode0
Enhancing Trust in LLMs: Algorithms for Comparing and Interpreting LLMs—0
Fairness-Optimized Synthetic EHR Generation for Arbitrary Downstream Predictive TasksCode0
Safeguarding Large Language Models: A Survey—0
Enhancing Fairness in Unsupervised Graph Anomaly Detection through DisentanglementCode0
Differentially Private Tabular Data Synthesis using Large Language Models—0
Resource-constrained Fairness—0
Take its Essence, Discard its Dross! Debiasing for Toxic Language Detection via Counterfactual Causal EffectCode0
A Structured Review of Literature on Uncertainty in Machine Learning & Deep Learning—0
LIDAO: Towards Limited Interventions for Debiasing (Large) Language Models—0
Fair Allocation in Dynamic Mechanism Design—0
No-Regret Learning for Fair Multi-Agent Social Welfare Optimization—0
Can Machine Learning Assist in Diagnosis of Primary Immune Thrombocytopenia? A feasibility study—0
Understanding and Reducing the Class-Dependent Effects of Data Augmentation with A Two-Player Game Approach—0
Intersectional Unfairness DiscoveryCode0
Threshold-Independent Fair Matching through Score CalibrationCode0
Algorithmic Fairness in Performative Policy Learning: Escaping the Impossibility of Group Fairness—0
Auto-Arena: Automating LLM Evaluations with Agent Peer Battles and Committee DiscussionsCode0
Grade Like a Human: Rethinking Automated Assessment with Large Language ModelsCode0
Fair Machine Learning for Healthcare Requires Recognizing the Intersectionality of Sociodemographic Factors, a Case Study—0
Significance of Chain of Thought in Gender Bias Mitigation for English-Dravidian Machine Translation—0
Expert-Guided Extinction of Toxic Tokens for Debiased Generation—0
Promoting Two-sided Fairness in Dynamic Vehicle Routing Problem—0
Differentially Private Clustered Federated Learning—0
Towards Standardizing AI Bias Exploration—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