Patents by Inventor Chad Marston

Chad Marston 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).

  • Quality assessment of extracted features from high-dimensional machine learning datasets
    Patent number: 11816127
    Abstract: A quality determination method, system, and computer program product that includes performing a dimensionality reduction on a high-dimensional dataset to form a dimensional-reduced dataset and determining, using a machine learning tool executed on a computing device, a quality of the dimensional-reduced dataset via a review of an extracted feature extracted from the dimensional-reduced dataset.
    Type: Grant
    Filed: February 26, 2021
    Date of Patent: November 14, 2023
    Assignee: INTERNATIONAL BUSINESS MACHINES CORPORATION
    Inventors: Petr Novotny, Aindrila Basak, Shaikh Shahriar Quader, Horst Cornelius Samulowitz, Chad Marston
  • QUALITY ASSESSMENT OF EXTRACTED FEATURES FROM HIGH-DIMENSIONAL MACHINE LEARNING DATASETS
    Publication number: 20220292107
    Abstract: A quality determination method, system, and computer program product that includes performing a dimensionality reduction on a high-dimensional dataset to form a dimensional-reduced dataset and determining, using a machine learning tool executed on a computing device, a quality of the dimensional-reduced dataset via a review of an extracted feature extracted from the dimensional-reduced dataset.
    Type: Application
    Filed: February 26, 2021
    Publication date: September 15, 2022
    Inventors: Petr Novotny, Aindrila Basak, Shaikh Shahriar Quader, Horst Cornelius Samulowitz, Chad Marston