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REMOVAL OF ENGAGEMENT BIAS IN ONLINE SERVICE
REMOVAL OF ENGAGEMENT BIAS IN ONLINE SERVICE
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机译:在线服务中删除订婚偏见
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摘要
Methods, systems, and computer programs are presented for removing bias among users of an online service based on the amount of user's participation in the online service. One method includes operation for pre-training an invite model that provides a first score associated with a user of an online service and for pre-training an adversarial model that provides a second score, the adversarial model having the first score as an input. Further, the method includes training together the invite model and the adversarial model using an adversarial cost function based on the pre-training of the invite model and the adversarial model. The training together is repeated until discrimination of the invite model is below a predetermined threshold. Further, the invite model is utilized to generate the first scores, where the invite model generates the first scores without bias.
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机译: iExport Australia-为出口商提供以下服务的在线平台/应用程序:出口电子商务出口拍卖在线与服务提供商进行出口相关的服务请求和投标与服务提供商的集成与货运和货运的报价集成到政府机构和海关/边境的在线文件和电子提交澳大利亚– EDI / Web Services与GS1集成在一起,用于对出口工作台进行编号和条形码编码,以管理每个出口的所有与出口,交货和银行有关的任务出口相关的潜在客户和联系人管理出口市场AI和工具