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Fairness

Papers

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Showing 3951–3975 of 5676 papers

TitleStatusHype
Fair Wrapping for Black-box PredictionsCode0
Learning Fair Representations via Rate-Distortion MaximizationCode0
Fair ranking: a critical review, challenges, and future directions—0
FairEGM: Fair Link Prediction and Recommendation via Emulated Graph Modification—0
Promises and Challenges of Causality for Ethical Machine Learning—0
An Algorithmic Framework for Bias Bounties—0
Rate-Splitting Multiple Access for Multi-Antenna Joint Radar and Communications with Partial CSIT: Precoder Optimization and Link-Level Simulations—0
Are Commercial Face Detection Models as Biased as Academic Models?—0
Learning Resource Allocation Policies from Observational Data with an Application to Homeless Services Delivery—0
Post-processing of Differentially Private Data: A Fairness Perspective—0
Towards Multi-Objective Statistically Fair Federated Learning—0
α-Fairness User Pairing for Downlink NOMA Systems with Imperfect Successive Interference Cancellation—0
Can Model Compression Improve NLP Fairness—0
Fair Node Representation Learning via Adaptive Data Augmentation—0
Minimax Demographic Group Fairness in Federated Learning—0
Potential sources of dataset bias complicate investigation of underdiagnosis by machine learning algorithms—0
On Dyadic Fairness: Exploring and Mitigating Bias in Graph Connections—0
Fairness in Federated Learning for Spatial-Temporal Applications—0
Fair Group-Shared Representations with Normalizing Flows—0
Are Pretrained Multilingual Models Equally Fair Across Languages?—0
Towards Equal Opportunity Fairness through Adversarial Learning—0
Rawlsian Fairness in Online Bipartite Matching: Two-sided, Group, and Individual—0
Improving Fairness without Demographic by Lagged Dynamic Grouping—0
Privacy, Interpretability, and Fairness in the Multilingual Space—0
FairIF: Boosting Fairness in Deep Learning via Influence Functions with Validation Set Sensitive Attributes—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