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Prediction with Model-Based Neutrality · Study

WorkPrediction with Model-Based Neutrality

Kazuto Fukuchi2013

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Workbronze2013

Prediction with Model-Based Neutrality

Kazuto Fukuchi · Jun Sakuma · Toshihiro Kamishima

21 citations·0/0 files stored·Lecture notes in computer science

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Ethics and Social Impacts of AI Privacy-Preserving Technologies in Data Explainable Artificial Intelligence (XAI)

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References

2011The Filter Bubble: What the Internet Is Hiding from You 2012Fairness through awareness 2013Learning Fair Representations 2010Three naive Bayes approaches for discrimination-free classification 2012Fairness-Aware Classifier with Prejudice Remover Regularizer 2008Discrimination-aware data mining 2010Discrimination Aware Decision Tree Learning 2013A multidisciplinary survey on discrimination analysis

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2022Achieving fairness with a simple ridge penalty 2017Discrimination detection by causal effect estimation 2022Information-Theoretic Bias Reduction via Causal View of Spurious Correlation 2013The Independence of Fairness-Aware Classifiers

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2015Prediction with Model-Based Neutralityarticle · 11 shared references 2012Considerations on Fairness-Aware Data Miningother · 9 shared references 2013The Independence of Fairness-Aware Classifiersother · 9 shared references 2022A survey on datasets for fairness‐aware machine learningarticle · 8 shared references 2017Achieving Non-Discrimination in Data Releaseother · 8 shared references 2014Combating discrimination using Bayesian networksarticle · 8 shared references

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Year2013

Typeother

Published2013-01-01

VenueLecture notes in computer science

ISSN-L0302-9743

Languageen

Citations21

Files0 public / 0

ShelfEthics and Social Impacts of AI

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doi10.1007/978-3-642-40991-2_32

openalex_workW2104464000

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