Personal Assistant Systems
Young People Are Sounding the Alarm on AI. We Should Listen to Them
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Why You Trust Your Nurse More Than Your Doctor
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Breaking Down the Time-Slip Ending of My Royal Nemesis
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Trump Admin Blames and Arrests Alleged Vandals for Reflecting Pool Problems
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Read British Prime Minister Keir Starmer's Resignation Speech in Full
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Trump and Italy's Giorgia Meloni Feud Over Photo
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Colombia Elects Trump-Backed Populist in Presidential Election
The Latin American nation is poised to swing right as nationalist lawyer and political novice Abelardo de la Espriella will succeed the country’s first leftist President, Gustavo Petro.
Prime Minister Keir Starmer Resigns as Britain Prepares For Its Seventh Leader in 10 Years
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'Law-Breaking Country': Iran Soccer Federation Escalates Tensions With U.S.
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The current Federated Recommendation System (FedRS) focuses on personalized recommendation services and assumes clients are personalized IoT devices (e.g., mobile phones). In this paper, we deeply dive into new but practical FedRS applications within the joint venture ecosystem. Subsidiaries engage as participants with their users and items. However, in such a situation, merely exchanging item embedding is insufficient, as user bases always exhibit both overlaps and exclusive segments, demonstrating the complexity of user information. Meanwhile, directly uploading user information is a violation of privacy and unacceptable.