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Fairness

Papers

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Showing 4101–4150 of 5676 papers

TitleStatusHype
F3: Fair and Federated Face Attribute Classification with Heterogeneous DataCode0
Fairness via AI: Bias Reduction in Medical Information—0
Recommendation Fairness: From Static to Dynamic—0
Balanced House Allocation—0
Assisting Decision Making in Scholarly Peer Review: A Preference Learning Perspective—0
TabFairGAN: Fair Tabular Data Generation with Generative Adversarial NetworksCode1
Causal Inference in Natural Language Processing: Estimation, Prediction, Interpretation and Beyond—0
Efficient Algorithms For Fair Clustering with a New Fairness NotionCode0
Fairness based Multi-Preference Resource Allocation in Decentralised Open Markets—0
FADE: FAir Double Ensemble Learning for Observable and Counterfactual OutcomesCode0
Proceedings of KDD 2020 Workshop on Data-driven Humanitarian Mapping: Harnessing Human-Machine Intelligence for High-Stake Public Policy and Resilience Planning—0
Fair Representation: Guaranteeing Approximate Multiple Group Fairness for Unknown TasksCode0
Proceedings of KDD 2021 Workshop on Data-driven Humanitarian Mapping: Harnessing Human-Machine Intelligence for High-Stake Public Policy and Resilience Planning—0
Learning Optimal Prescriptive Trees from Observational DataCode1
Transport-based Counterfactual ModelsCode0
Deep Reinforcement Learning for Wireless Resource Allocation Using Buffer State Information—0
Social Norm Bias: Residual Harms of Fairness-Aware Algorithms—0
Morality-based Assertion and Homophily on Social Media: A Cultural Comparison between English and Japanese Languages—0
Evaluating Fairness in Argument RetrievalCode0
Federated Learning Meets Fairness and Differential PrivacyCode0
Federated Multi-Task Learning under a Mixture of DistributionsCode1
Fairness-Aware Online Meta-learning—0
Addressing Algorithmic Disparity and Performance Inconsistency in Federated LearningCode1
EqGNN: Equalized Node Opportunity in GraphsCode0
Reliability and Robustness of Transformers for Automated Short-Answer Grading—0
FARF: A Fair and Adaptive Random Forests Classifier—0
Blockchain-based Trustworthy Federated Learning Architecture—0
Learning to Assign: Towards Fair Task Assignment in Large-Scale Ride Hailing—0
Appropriate Fairness Perceptions? On the Effectiveness of Explanations in Enabling People to Assess the Fairness of Automated Decision Systems—0
Online Fairness-Aware Learning with Imbalanced Data Streams—0
The Sharpe predictor for fairness in machine learning—0
Converging Radar and Communications in the Superposition Transmission—0
Fair Decision-Making for Food Inspections—0
Beyond Fairness Metrics: Roadblocks and Challenges for Ethical AI in Practice—0
Overview of the TREC 2020 Fair Ranking Track—0
Explaining Algorithmic Fairness Through Fairness-Aware Causal Path Decomposition—0
Fairness Through Counterfactual UtilitiesCode0
Estimation of Fair Ranking Metrics with Incomplete Judgments—0
Harnessing value from data science in business: ensuring explainability and fairness of solutions—0
Retiring Adult: New Datasets for Fair Machine LearningCode1
Knowledge-Based Stable Roommates Problem: A Real-World Application—0
The State of AI Ethics Report (Volume 5)—0
TDLS: A Top-Down Layer Searching Algorithm for Generating Counterfactual Visual Explanation—0
Unbiased Cascade Bandits: Mitigating Exposure Bias in Online Learning to Rank Recommendation—0
ZPY: Open Source Synthetic Data for Computer VisionCode1
GIFAIR-FL: A Framework for Group and Individual Fairness in Federated Learning—0
Fairness Properties of Face Recognition and Obfuscation SystemsCode0
Reducing Unintended Bias of ML Models on Tabular and Textual Data—0
Fairness in Algorithmic Profiling: A German Case Study—0
Under the Radar -- Auditing Fairness in ML for Humanitarian Mapping—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