Patents by Inventor Vito Nicola Mandorino

Vito Nicola Mandorino 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).

  • Artificial intelligence system supporting semi-supervised learning with iterative stacking
    Patent number: 11928182
    Abstract: A plurality of training iterations is conducted for a machine learning task. A given iteration includes generating a version of a stacking model using a portion of a labeled data set. Proposed labels are then obtained in the iteration using the generated version of the stacking model for a set of unlabeled records. The unlabeled records and their proposed labels are then used to generate versions of base models for the iteration. After the training iterations are completed, a trained ensemble of models including the stacking model and the base models is stored.
    Type: Grant
    Filed: November 30, 2020
    Date of Patent: March 12, 2024
    Assignee: Amazon Technologies, Inc.
    Inventors: Tarik Arici, Vito Nicola Mandorino, Ismail Baha Tutar