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Fairness

Papers

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Showing 4251–4300 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
Fairness Through Counterfactual UtilitiesCode0
Beyond Fairness Metrics: Roadblocks and Challenges for Ethical AI in Practice—0
Knowledge-Based Stable Roommates Problem: A Real-World Application—0
Harnessing value from data science in business: ensuring explainability and fairness of solutions—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
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
Under the Radar -- Auditing Fairness in ML for Humanitarian Mapping—0
Fairness in Algorithmic Profiling: A German Case Study—0
Core-Stable Committees under Restricted Domains—0
A FAIR and AI-ready Higgs boson decay dataset—0
Improving Counterfactual Generation for Fair Hate Speech Detection—0
Your fairness may vary: Pretrained language model fairness in toxic text classification—0
Knowledge-intensive Language Understanding for Explainable AI—0
Fine-Grained Fairness Analysis of Abusive Language Detection Systems with CheckListCode0
Stereotyping Norwegian Salmon: An Inventory of Pitfalls in Fairness Benchmark Datasets—0
Gender Bias in Text: Origin, Taxonomy, and Implications—0
Fair Representation Learning using Interpolation Enabled Disentanglement—0
Adaptation and Generalization for Unknown Sensitive Factors of Variations—0
New Metrics to Evaluate the Performance and Fairness of Personalized Federated Learning—0
Adversarial Stacked Auto-Encoders for Fair Representation Learning—0
Statistical Guarantees for Fairness Aware Plug-In Algorithms—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