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Understand, Manage, and Prevent Algorithmic Bias最新文献

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The Model Development Process 模型开发过程
Understand, Manage, and Prevent Algorithmic Bias Pub Date : 2019-01-01 DOI: 10.1007/978-1-4842-4885-0_4
Tobias Baer
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引用次数: 0
When to Use Machine Learning 何时使用机器学习
Understand, Manage, and Prevent Algorithmic Bias Pub Date : 1900-01-01 DOI: 10.1007/978-1-4842-4885-0_20
Tobias Baer
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引用次数: 25
How Algorithms Debias Decisions 算法如何影响决策
Understand, Manage, and Prevent Algorithmic Bias Pub Date : 1900-01-01 DOI: 10.1007/978-1-4842-4885-0_3
Tobias Baer
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引用次数: 0
How to Prevent Bias in Self-Improving Models 如何防止自我改进模型中的偏差
Understand, Manage, and Prevent Algorithmic Bias Pub Date : 1900-01-01 DOI: 10.1007/978-1-4842-4885-0_22
Tobias Baer
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引用次数: 0
The Stability Bias of Algorithms 算法的稳定性偏差
Understand, Manage, and Prevent Algorithmic Bias Pub Date : 1900-01-01 DOI: 10.1007/978-1-4842-4885-0_9
Tobias Baer
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引用次数: 0
The Data Scientist’s Role in Overcoming Algorithmic Bias 数据科学家在克服算法偏见中的作用
Understand, Manage, and Prevent Algorithmic Bias Pub Date : 1900-01-01 DOI: 10.1007/978-1-4842-4885-0_18
Tobias Baer
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引用次数: 0
Data Scientists’ Biases 数据科学家的偏见
Understand, Manage, and Prevent Algorithmic Bias Pub Date : 1900-01-01 DOI: 10.1007/978-1-4842-4885-0_7
Tobias Baer
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引用次数: 0
An X-Ray Exam of Your Data 对你的数据进行x光检查
Understand, Manage, and Prevent Algorithmic Bias Pub Date : 1900-01-01 DOI: 10.1007/978-1-4842-4885-0_19
Tobias Baer
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引用次数: 0
How to Detect Algorithmic Biases 如何检测算法偏差
Understand, Manage, and Prevent Algorithmic Bias Pub Date : 1900-01-01 DOI: 10.1007/978-1-4842-4885-0_15
Tobias Baer
{"title":"How to Detect Algorithmic Biases","authors":"Tobias Baer","doi":"10.1007/978-1-4842-4885-0_15","DOIUrl":"https://doi.org/10.1007/978-1-4842-4885-0_15","url":null,"abstract":"","PeriodicalId":312764,"journal":{"name":"Understand, Manage, and Prevent Algorithmic Bias","volume":"104 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122622962","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Biases Introduced by the Algorithm Itself 算法本身引入的偏差
Understand, Manage, and Prevent Algorithmic Bias Pub Date : 1900-01-01 DOI: 10.1007/978-1-4842-4885-0_10
Tobias Baer
{"title":"Biases Introduced by the Algorithm Itself","authors":"Tobias Baer","doi":"10.1007/978-1-4842-4885-0_10","DOIUrl":"https://doi.org/10.1007/978-1-4842-4885-0_10","url":null,"abstract":"","PeriodicalId":312764,"journal":{"name":"Understand, Manage, and Prevent Algorithmic Bias","volume":"11 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122787694","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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