Patents by Inventor Ethan Cole

Ethan Cole 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: 20260195143
    Abstract: A system for improving scalability of machine learning may identify a machine learning libraries that are to be used for an execution of a serverless machine learning process using a serverless service provided by a cloud computing platform; remove a plurality of portions of one or more first libraries, of the machine learning libraries, that are to be pre-loaded into the serverless service; select one or more second libraries, of the machine learning libraries, that are to be dynamically loaded while the serverless machine learning process is executing; determine smart sampling of data to be used for the serverless machine learning process; and cause the execution of the serverless machine learning process by uploading a package that includes the one or more first libraries to the serverless service, causing the one or more second libraries to be dynamically loaded, and using the portion of the data.
    Type: Application
    Filed: January 6, 2025
    Publication date: July 9, 2026
    Applicant: Capital One Services, LLC
    Inventors: Mohammad MOHSIN, Fatma BEN YEMNA, Nour OMAR, Gaurav JAIN, Siva Karthik BODDAPATI, Naimul KHAN, Ethan COLE, Aditya Kelvianto SIDHARTA
  • Patent number: D881431
    Type: Grant
    Filed: December 11, 2018
    Date of Patent: April 14, 2020
    Inventors: Jacob Burczyk, Ethan Cole, John M. Howe, Harper Janasek, Jamie L. Johnson, Himaghna Kuntumalla, Niyati Kuntumalla, Christopher J. Melanson, Abby Muleski, Grayden Pustilnik, Thomas H. Vincent, Robert J. Willis, Madison J. Winey, Tracey Winey