Patents by Inventor Josefin Axberg

Josefin Axberg 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).

  • Ensemble-based data curation pipeline for efficient label propagation
    Patent number: 11372893
    Abstract: A method and architecture allow labeled data to be initialized and curated by the use of label propagation, clustering and creation of dedicated classifiers for each dataset. These dedicated classifiers are retrained as the dataset grows and ensure that each dataset is kept free from outliers and noise.
    Type: Grant
    Filed: June 1, 2018
    Date of Patent: June 28, 2022
    Assignee: NTT SECURITY HOLDINGS CORPORATION
    Inventors: Daniel Dalek, Himanshu Sinha, Josefin Axberg
  • ENSEMBLE-BASED DATA CURATION PIPELINE FOR EFFICIENT LABEL PROPAGATION
    Publication number: 20190370384
    Abstract: A method and architecture allow labeled data to be initialized and curated by the use of label propagation, clustering and creation of dedicated classifiers for each dataset. These dedicated classifiers are retrained as the dataset grows and ensure that each dataset is kept free from outliers and noise.
    Type: Application
    Filed: June 1, 2018
    Publication date: December 5, 2019
    Inventors: Daniel Dalek, Himanshu Sinha, Josefin Axberg