منابع مشابه
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Weobserve standard transfer learning can improve prediction accuracies of target tasks at the cost of lowering their prediction fairness – a phenomenon we named discriminatory transfer. We examine prediction fairness of a standard hypothesis transfer algorithm and a standardmulti-task learning algorithm, and show they both su er discriminatory transfer on the real-world Communities and Crime da...
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When can a firm cheat some individuals without damaging its reputation among others? We develop a model of discriminatory opportunism in which firms can treat all employees fairly, take advantage of all employees, or only take advantage of a subpopulation of employees. If employees believe that an act of opportunism against any employee portends opportunism against all employees, concern for re...
متن کاملGovernment-Mandated Discriminatory Policies∗
This paper provides a simple explanation for why some minority groups are economically successful, despite being subject to government-mandated discriminatory policies. We study an economy with private and public sectors in which workers invest in imperfectly observable skills that are important to the private sector but not to the public sector. A law allows native majority workers to be emplo...
متن کاملDiscriminatory Information Disclosure
We consider a price discrimination problem in which a seller has a single object for sale to a potential buyer. At the time of contracting, the buyer’s private type is his incomplete private information about his value, and the seller can disclose additional private information to the buyer. We study the question of whether discriminatory information disclosure can be profitable to the seller u...
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ژورنال
عنوان ژورنال: British Dental Journal
سال: 2008
ISSN: 0007-0610,1476-5373
DOI: 10.1038/sj.bdj.2008.813