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Fairness

Papers

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Showing 4101–4150 of 5676 papers

TitleStatusHype
Learning to Fairly Classify the Quality of Wireless Links—0
Learning to Generate Fair Clusters from Demonstrations—0
Learning to Limit Data Collection via Scaling Laws: A Computational Interpretation for the Legal Principle of Data Minimization—0
Learning to Recommend Using Non-Uniform Data—0
Learning to Re-rank with Constrained Meta-Optimal Transport—0
Learning to Succeed while Teaching to Fail: Privacy in Closed Machine Learning Systems—0
Learning to Teach Fairness-aware Deep Multi-task Learning—0
Learning Unbiased Image Segmentation: A Case Study with Plain Knee Radiographs—0
Learning with Impartiality to Walk on the Pareto Frontier of Fairness, Privacy, and Utility—0
Learn to be Fair without Labels: a Distribution-based Learning Framework for Fair Ranking—0
Learn to Unlearn: A Survey on Machine Unlearning—0
Leave-one-out Unfairness—0
Lecture Notes on Fair Division—0
Legal Fairness Analysis via Treatment Effect Estimation—0
Legally Binding but Unfair? Towards Assessing Fairness of Privacy Policies—0
Legally grounded fairness objectives—0
Rules, Cases, and Reasoning: Positivist Legal Theory as a Framework for Pluralistic AI Alignment—0
Less Discriminatory Alternative and Interpretable XGBoost Framework for Binary Classification—0
Lessons from Archives: Strategies for Collecting Sociocultural Data in Machine Learning—0
Leveling the Playing Field -- Fairness in AI Versus Human Game Benchmarks—0
On the Alignment of Group Fairness with Attribute Privacy—0
Leveraging vision-language models for fair facial attribute classification—0
Leveraging Opposite Gender Interaction Ratio as a Path towards Fairness in Online Dating Recommendations Based on User Sexual Orientation—0
Leveraging Semi-Supervised Learning for Fairness using Neural Networks—0
Leveraging Synthetic Data for Generalizable and Fair Facial Action Unit Detection—0
Lexicographically Fair Learning: Algorithms and Generalization—0
LIDAO: Towards Limited Interventions for Debiasing (Large) Language Models—0
LiFT: A Scalable Framework for Measuring Fairness in ML Applications—0
LimeOut: An Ensemble Approach To Improve Process Fairness—0
Linear Discriminant Analysis in Credit Scoring: A Transparent Hybrid Model Approach—0
Linear Programming based Approximation to Individually Fair k-Clustering with Outliers—0
Linkage on Security, Privacy and Fairness in Federated Learning: New Balances and New Perspectives—0
Linking a predictive model to causal effect estimation—0
Liouville PDE-based sliced-Wasserstein flow for fair regression—0
LLM Agents for Education: Advances and Applications—0
LLM4Rerank: LLM-based Auto-Reranking Framework for Recommendations—0
LLM-ODDR: A Large Language Model Framework for Joint Order Dispatching and Driver Repositioning—0
LLMs as Deceptive Agents: How Role-Based Prompting Induces Semantic Ambiguity in Puzzle Tasks—0
LLMs grasp morality in concept—0
Llms, Virtual Users, and Bias: Predicting Any Survey Question Without Human Data—0
LLMs with Personalities in Multi-issue Negotiation Games—0
Local Connectivity in Centroid Clustering—0
Locality-aware Fair Scheduling in LLM Serving—0
Local Calibration: Metrics and Recalibration—0
Local Justice and the Algorithmic Allocation of Societal Resources—0
Logic Constraints to Feature Importances—0
Logics and practices of transparency and opacity in real-world applications of public sector machine learning—0
Long bet will lose: demystifying seemingly fair gambling via two-armed Futurity bandit—0
Longitudinal Fairness with Censorship—0
Data-Efficient Pretraining via Contrastive Self-Supervision—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