公开(公告)号：US11418471B2

公开(公告)日：2022-08-16

申请号：US16692821

申请日：2019-11-22

Applicant: Google LLC

Inventor： Timothy Seeds Milligan ,  Hila Shemer ,  Dennis Kiilerich ,  Gang Ji ,  Ori Gershony ,  Sergey Nazarov ,  Pranav Khaitan ,  Sushant Prakash ,  Anton Volkov ,  Ricardo Escutia ,  David Citron

IPC: H04L51/00 ,  H04L51/02 ,  H04L67/53 ,  H04L51/063 ,  H04L51/046

Abstract: A system and method for identifying an entity from a message exchange thread and generating a suggestion that is directed to the entity, such as a suggestion for a user to take an action on the entity. A suggestion application receives at least one electronic message from a message exchange thread, identifies an entity that can be actionable from the electronic message, determines contextual indicators of the entity, determines whether the entity is actionable based on the contextual indicators, and responsive to the entity being actionable, provides a suggestion that is directed to the entity to a participant(s) of the message exchange thread.

公开(公告)号：US20220398500A1

公开(公告)日：2022-12-15

申请号：US17332893

申请日：2021-05-27

Applicant: Google LLC

Inventor： Karan Singhal ,  Hakim Sidahmed, JR. ,  Zachary A. Garrett ,  Shanshan Wu ,  John Keith Rush ,  Sushant Prakash

IPC: G06N20/20

Abstract: Methods, systems, and apparatus, including computer programs encoded on computer storage media, for training a machine learning model having a set of local model parameters and a set of global model parameters under a partially local federated learning framework. One of the methods include maintaining local data and data defining the local model parameters; receiving data defining current values of the global model parameters; determining, based on the local data, the local model parameters, and the current values of the global model parameters, current values of the local model parameters; determining, based on the local data, the current values of the local model parameters, and the current values of the global model parameters, updated values of the global model parameters; generating, based on the updated values of the global model parameters, parameter update data defining an update to the global model parameters; and transmitting the parameter update data.

公开(公告)号：US10530723B2

公开(公告)日：2020-01-07

申请号：US15386162

申请日：2016-12-21

Applicant: Google LLC

Inventor： Timothy Seeds Milligan ,  Hila Shemer ,  Dennis Kiilerich ,  Gang Ji ,  Ori Gershony ,  Sergey Nazarov ,  Pranav Khaitan ,  Sushant Prakash ,  Anton Volkov ,  Ricardo Escutia ,  David Citron

IPC: H04L12/58 ,  H04L29/08

Abstract: A system and method for identifying an entity from a message exchange thread and generating a suggestion that is directed to the entity, such as a suggestion for a user to take an action on the entity. A suggestion application receives at least one electronic message from a message exchange thread, identifies an entity that can be actionable from the electronic message, determines contextual indicators of the entity, determines whether the entity is actionable based on the contextual indicators, and responsive to the entity being actionable, provides a suggestion that is directed to the entity to a participant(s) of the message exchange thread.