公开(公告)号：US20240403703A1

公开(公告)日：2024-12-05

申请号：US18379136

申请日：2023-10-11

Applicant: Apple Inc.

Inventor： Akshay AGGARWAL ,  Fatih SUNOR ,  João Pedro LACERDA ,  Jeffrey A. POUND ,  Chiraag SUMANTH

IPC: G06N20/00

Abstract: Aspects of the subject technology provide a relevance prediction based on a database of entities and statistics of past interactions between the entities. A relevance of a target entity in the database given a context of entities in the database may be predicted by deriving a probability set of at least one conditional probability from the database for each of the context entities, and then applying a machine learning model to the probability set to produce the relevance of the target entity.

公开(公告)号：US20210352075A1

公开(公告)日：2021-11-11

申请号：US17092147

申请日：2020-11-06

Applicant: Apple Inc.

Inventor： Gokul P. THIRUMALAI ,  Chiraag SUMANTH ,  Yuanlong CHEN ,  Joao Pedro DE ALMEIDA FORJAZ DE LACERDA

IPC: H04L29/06 ,  G06N20/00

Abstract: The subject disclosure provides a machine learning engine trained to recommend, from contacts on a user's device, potential group members to be included in a group with the user. The potential group members can be identified in a privacy preserving manner in which the identification is performed locally at the user's device, using data that is locally stored at the user device. In one or more implementations, a remote server may provide an initial indication to the user's device that potential group members may exist, thereby triggering the local identification of the potential group members for suggestion to the user.

公开(公告)号：US20220368768A1

公开(公告)日：2022-11-17

申请号：US17492530

申请日：2021-10-01

Applicant: Apple Inc.

Inventor： Austin A. MARUSCO ,  Benjamin W. BROWN ,  Chiraag SUMANTH ,  Gokcen CILINGIR ,  Joseph E. MEYER ,  Rafael Marques MARTINS ,  Roberto GARCIA ,  Sara QIAM

IPC: H04L29/08 ,  G06N5/04 ,  G06N5/02

Abstract: The subject technology provides systems and methods for context-based user status indicator selection. In an example, a method includes obtaining, by a first electronic device associated with a first user, status indicators, each of which indicates a respective status of a second user of a second electronic device. Furthermore, the method includes determining, by the first electronic device, a respective relevance priority of each of the status indicators. Based on the determined respective priorities, a subset of the status indicators is selected by the first electronic device and is displayed in a graphical element on the first electronic device.