Patents by Inventor Tobias Benjamin Schnabel

Tobias Benjamin Schnabel 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).

  • Patent number: 11636394
    Abstract: The present concepts relate to a differentiable user-item co-clustering (“DUICC”) model for recommendation and co-clustering. Users' interaction with items (e.g., content) may be centered around information co-clusters—groups of items and users that exhibit common consumption behavior. The DUICC model may learn fine-grained co-cluster structures of items and users based on their interaction data. The DUICC model can then leverage the learned latent co-cluster structures to calculate preference stores of the items for a user. The top scoring items may be presented to the user as recommendations.
    Type: Grant
    Filed: June 25, 2020
    Date of Patent: April 25, 2023
    Assignee: Microsoft Technology Licensing, LLC
    Inventors: Longqi Yang, Tobias Benjamin Schnabel, Paul Nathan Bennett, Susan Theresa Dumais
  • Publication number: 20210406761
    Abstract: The present concepts relate to a differentiable user-item co-clustering (“DUICC”) model for recommendation and co-clustering. Users' interaction with items (e.g., content) may be centered around information co-clusters—groups of items and users that exhibit common consumption behavior. The DUICC model may learn fine-grained co-cluster structures of items and users based on their interaction data. The DUICC model can then leverage the learned latent co-cluster structures to calculate preference stores of the items for a user. The top scoring items may be presented to the user as recommendations.
    Type: Application
    Filed: June 25, 2020
    Publication date: December 30, 2021
    Applicant: Microsoft Technology Licensing, LLC
    Inventors: Longqi Yang, Tobias Benjamin Schnabel, Paul Nathan Bennett, Susan Theresa Dumais