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Fairness

Papers

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Showing 3026–3050 of 5676 papers

TitleStatusHype
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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All datasetsBAF – BaseBAF – Variant IBAF – Variant IIBAF – Variant IIIBAF – Variant IVBAF – Variant VDiveFaceMORPHUTKFace

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