Patents by Inventor Ezra Maurice Winston

Ezra Maurice Winston 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).

  • METHOD AND SYSTEM TO CLASSIFY SENSOR DATA WITH IMPROVED TRAINING ROBUSTNESS
    Publication number: 20210089842
    Abstract: A method to classify sensor data with improved robustness against label noise. A predicted label may be computed for a novel input with improved robustness against label noise by estimating a label which is most likely under repeated application of a base training function to the training labels incorporating noise according to a noise level and subsequent application of a base classifier configured according to the base prediction function to the novel input.
    Type: Application
    Filed: September 18, 2020
    Publication date: March 25, 2021
    Inventors: Elan Kennar Rosenfeld, Ezra Maurice Winston, Frank Schmidt, Jeremy Zieg Kolter