Patents by Inventor Lukas Stefan BALLES

Lukas Stefan BALLES 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).

  • CONTINUAL MACHINE LEARNING IN A PROVIDER NETWORK
    Publication number: 20240112011
    Abstract: A system and method for continual learning in a provider network. The method is configured to implement or interface with a system which implements a semi-automated or fully automated architecture of continual machine learning, the semi-automated or fully automated architecture implementing user-configurable model retraining or hyperparameter tuning, which is enabled by a provider network. This functions to adapt a model over time to new information in the training data while also providing a user-friendly, flexible, and customizable continual learning process.
    Type: Application
    Filed: September 30, 2022
    Publication date: April 4, 2024
    Inventors: Giovanni ZAPPELLA, Lukas Stefan BALLES, Beyza ERMIS, Martin WISTUBA, Cedric Philippe ARCHAMBEAU