Patents by Inventor Tzlil Gonen

Tzlil Gonen 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: 20240119153
    Abstract: A method may select, from a training data repository comprising a plurality of samples with known classifications, an initial training dataset comprising a second plurality of samples. A method may provide, as an input to a classification model, feature vectors associated with the initial training dataset and may train the classification model using the feature vectors. A method may determine a classification of each sample of a third plurality of samples using the classification model. A method may determine a difference between the determined and the known classification for each sample. A method may determine a selection weighting for each sample for based on the difference between the determined classification and the known classification. A method may select a subset from the from the third plurality of samples based on the determined selection weighting. A method may train the classification model using feature vectors associated with the subset.
    Type: Application
    Filed: December 15, 2023
    Publication date: April 11, 2024
    Inventors: Idan Ludmir, Moshe Strenger, Shlomi Salem, Tzlil Gonen