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Fairness

Papers

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Showing 3001–3050 of 5676 papers

TitleStatusHype
Preventing Discriminatory Decision-making in Evolving Data Streams—0
Prevention is better than cure: a case study of the abnormalities detection in the chest—0
Price-Aware Deep Learning for Electricity Markets—0
Price Gouging or Market Forces? Fairness Perceptions of Price Hikes in the Pandemic—0
Principal Eigenvalue Regularization for Improved Worst-Class Certified Robustness of Smoothed Classifiers—0
Principal Fairness for Human and Algorithmic Decision-Making—0
Principal Fairness: Removing Bias via Projections—0
Principled Frameworks for Evaluating Ethics in NLP Systems—0
Prioritising Interactive Flows in Data Center Networks With Central Control—0
Priority-based Post-Processing Bias Mitigation for Individual and Group Fairness—0
Prisoners of Their Own Devices: How Models Induce Data Bias in Performative Prediction—0
Privacy and Bias Analysis of Disclosure Avoidance Systems—0
Privacy and Fairness in Federated Learning: on the Perspective of Trade-off—0
Privacy and Fairness in Recommender Systems via Adversarial Training of User Representations—0
Privacy at a Price: Exploring its Dual Impact on AI Fairness—0
Privacy-Aware Text Rewriting—0
Privacy Constrained Fairness Estimation for Decision Trees—0
Privacy for Fairness: Information Obfuscation for Fair Representation Learning with Local Differential Privacy—0
Privacy, Interpretability, and Fairness in the Multilingual Space—0
Privacy-Preserving Debiasing using Data Augmentation and Machine Unlearning—0
Privacy-Preserving Fair Item Ranking—0
Privacy-Preserving Fair Synthetic Tabular Data—0
Privacy-preserving gradient-based fair federated learning—0
Privacy-Preserving Near Neighbor Search via Sparse Coding with Ambiguation—0
Privacy-Preserving Orthogonal Aggregation for Guaranteeing Gender Fairness in Federated Recommendation—0
Privacy-Preserving Race/Ethnicity Estimation for Algorithmic Bias Measurement in the U.S—0
Private Private Information—0
Private Rate-Constrained Optimization with Applications to Fair Learning—0
Private Training Set Inspection in MLaaS—0
PrivFairFL: Privacy-Preserving Group Fairness in Federated Learning—0
Proactive Resource Management for LTE in Unlicensed Spectrum: A Deep Learning Perspective—0
Probabilistically Plausible Counterfactual Explanations with Normalizing Flows—0
Probabilistic Circuits with Constraints via Convex Optimization—0
Probabilistic fair behaviors spark its boost in the Ultimatum Game: the strength of good Samaritans—0
Probabilistic Serial Mechanism for Multi-Type Resource Allocation—0
Probabilistic Verification of Neural Networks Against Group Fairness—0
Probably Approximately Metric-Fair Learning—0
ProBench: Benchmarking Large Language Models in Competitive Programming—0
Probing Classifiers are Unreliable for Concept Removal and Detection—0
Probing Explicit and Implicit Gender Bias through LLM Conditional Text Generation—0
Probing Fairness of Mobile Ocular Biometrics Methods Across Gender on VISOB 2.0 Dataset—0
Proceedings of FACTS-IR 2019—0
Proceedings of KDD 2020 Workshop on Data-driven Humanitarian Mapping: Harnessing Human-Machine Intelligence for High-Stake Public Policy and Resilience Planning—0
Proceedings of KDD 2021 Workshop on Data-driven Humanitarian Mapping: Harnessing Human-Machine Intelligence for High-Stake Public Policy and Resilience Planning—0
Proceedings of the Robust Artificial Intelligence System Assurance (RAISA) Workshop 2022—0
Producer-Fairness in Sequential Bundle Recommendation—0
Projection-Based Constrained Policy Optimization—0
Promises and Challenges of Causality for Ethical Machine Learning—0
Promoting Fairness in Link Prediction with Graph Enhancement—0
Promoting Two-sided Fairness in Dynamic Vehicle Routing Problem—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