Patents by Inventor Alexis Hugo Louis Durocher

Alexis Hugo Louis Durocher has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).

  • Timeline generation
    Patent number: 11671493
    Abstract: Embodiments described herein provide for a non-transitory machine-readable medium storing instructions to cause one or more processors to select a set of content items from a content item collection based upon a temporal relevance and a contextual relevance to a period of time, rank the set of content items based on at least one of a content item category or a content item predefined relevance score, partition the period of time into a set of time slots to schedule for rendering content in an application, rank the set of time slots based on device usage analysis for the period of time, and schedule the set of content items into the set of time slots in accordance with the rankings.
    Type: Grant
    Filed: December 21, 2020
    Date of Patent: June 6, 2023
    Assignee: Apple Inc.
    Inventors: Stephen Cosman, Alexis Hugo Louis Durocher, Andrey Leonov, Tai Ying Chiang
  • TIMELINE GENERATION
    Publication number: 20210191967
    Abstract: Embodiments described herein provide for a non-transitory machine-readable medium storing instructions to cause one or more processors to select a set of content items from a content item collection based upon a temporal relevance and a contextual relevance to a period of time, rank the set of content items based on at least one of a content item category or a content item predefined relevance score, partition the period of time into a set of time slots to schedule for rendering content in an application, rank the set of time slots based on device usage analysis for the period of time, and schedule the set of content items into the set of time slots in accordance with the rankings.
    Type: Application
    Filed: December 21, 2020
    Publication date: June 24, 2021
    Inventors: Stephen Cosman, Alexis Hugo Louis Durocher, Andrey Leonov, Tai Ying Chiang
  • USER BEHAVIOR MODEL DEVELOPMENT WITH PRIVATE FEDERATED LEARNING
    Publication number: 20210192078
    Abstract: Embodiments described herein provide for a non-transitory machine-readable medium storing instructions to cause one or more processors to receive, at a client device, a machine learning model from a server, detect a usage pattern for a content item, store an association between the content item and the detected usage pattern in local data, train the machine learning model using local data for the content item with the detected usage pattern to generate a trained machine learning model, generate an update for the machine learning model, privatize the update for the machine learning model, and transmit the privatized update for the machine learning model to the server.
    Type: Application
    Filed: December 21, 2020
    Publication date: June 24, 2021
    Inventors: Stephen Cosman, Kalu Onuka Kalu, Marcelo Lotif Araujo, Michael Chatzidakis, Thi Hai Van Do, Alexis Hugo Louis Durocher, Guillaume Tartavel, Sowmya Gopalan, Vignesh Jagadeesh, Abhishek Bhowmick, John Duchi, Julien Freudiger, Gaurav Kapoor, Ryan M. Rogers