Abstract
The following quote was obtained by the news editors from the background informa tion supplied by the inventors: “With advances in mobile technologies, hosting a machine learning model entirely on-device may have important implications from a reliability, latency, and privacy perspective.Particularly, the privacy prese rving constraint may require user data to stay on their local devices.It is thu s challenging to perform model adaptation on user devices to address any mismatc h between server-side training data and actual data received on local devices.
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