Patents by Inventor Elena Stoyanova Eneva

Elena Stoyanova Eneva 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: 20240062051
    Abstract: Implementations are directed to receiving a plurality of data samples comprising a first set of data samples associated with respective labels and a second set of data samples to be labeled; generating a random forest structure comprising a set of decisions trees, each decision tree including nodes corresponding to the first set of data samples; adding the second set of data samples into each decision tree as additional nodes of each decision tree; merging the set of decision trees to obtain a universal graph, wherein each node corresponds to a data sample; extracting, using a graph embedding algorithm, an embedding feature for each data sample that corresponds to each node included in the universal graph; determining a distance between any pair of two data samples using respective embedding features of the two data samples; and determining a label for each of the second set of data samples using the distance.
    Type: Application
    Filed: August 17, 2022
    Publication date: February 22, 2024
    Inventors: Maziyar Baran Pouyan, Mary A. Ohara, Manish Khati, Srikant Vilas Khole, Hrishikesh Satbhai, Vivek Kumar Khetan, Elena Stoyanova Eneva