Patents by Inventor Nipun PARASRAMPURIA

Nipun PARASRAMPURIA 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).

  • Publication number: 20240177013
    Abstract: A computer-implemented method to train a machine-learning model to recommend virtual experiences to a user. The method includes receiving training data that includes pairs of users and virtual experiences, wherein each user of a pair is associated with user features, each virtual experience of the pair is associated with item features, and each pair includes a virtual experience that a corresponding user interacted with. The method further includes training a user tower of the machine-learning model by: generating first feature embeddings based on the user features in the training data and training a first deep neural network (DNN) to output user embeddings based on the first feature embeddings. The method further includes training an item tower of the machine-learning model by: generating second feature embeddings based on the item features in the training data and training a second DNN to output item embeddings based on the second feature embeddings.
    Type: Application
    Filed: November 29, 2022
    Publication date: May 30, 2024
    Applicant: Roblox Corporation
    Inventors: Xiaohong GONG, Nemanja PETROVIC, Shervin SHAHIDI, Nipun PARASRAMPURIA, Nishanth Rao Palimar RAGHUPATHI, Xusheng SUN