SOTAVerified

Fairness

Papers

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Showing 4251–4275 of 5676 papers

TitleStatusHype
Fair Representation: Guaranteeing Approximate Multiple Group Fairness for Unknown TasksCode0
Proceedings of KDD 2020 Workshop on Data-driven Humanitarian Mapping: Harnessing Human-Machine Intelligence for High-Stake Public Policy and Resilience Planning—0
FADE: FAir Double Ensemble Learning for Observable and Counterfactual OutcomesCode0
Fairness based Multi-Preference Resource Allocation in Decentralised Open Markets—0
Proceedings of KDD 2021 Workshop on Data-driven Humanitarian Mapping: Harnessing Human-Machine Intelligence for High-Stake Public Policy and Resilience Planning—0
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
Federated Learning Meets Fairness and Differential PrivacyCode0
Evaluating Fairness in Argument RetrievalCode0
Fairness-Aware Online Meta-learning—0
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
Appropriate Fairness Perceptions? On the Effectiveness of Explanations in Enabling People to Assess the Fairness of Automated Decision Systems—0
Learning to Assign: Towards Fair Task Assignment in Large-Scale Ride Hailing—0
The Sharpe predictor for fairness in machine learning—0
Online Fairness-Aware Learning with Imbalanced Data Streams—0
Converging Radar and Communications in the Superposition Transmission—0
Fair Decision-Making for Food Inspections—0
Overview of the TREC 2020 Fair Ranking Track—0
Estimation of Fair Ranking Metrics with Incomplete Judgments—0
Explaining Algorithmic Fairness Through Fairness-Aware Causal Path Decomposition—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