Patents by Inventor Aleksandra Aleksandrovna ANTONOVA

Aleksandra Aleksandrovna ANTONOVA 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 of and system for generating training set for machine learning algorithm (MLA)
    Patent number: 11562292
    Abstract: There is disclosed a computer-implemented method and system for generating a set of training objects for training a machine learning algorithm (MLA) to determine query similarity based on textual content thereof, the MLA executable by the system. The method comprises retrieving, from a search log database of the system, a first query and other queries with associated search results. The method then comprises selecting a subset of query pairs such that: a query difference in queries in the pair is minimized and a results difference in respective search results is maximized.
    Type: Grant
    Filed: September 16, 2019
    Date of Patent: January 24, 2023
    Assignee: YANDEX EUROPE AG
    Inventors: Aleksandr Valerievich Safronov, Aleksandra Aleksandrovna Antonova, Aleksey Vladimirovich Misyurev, Vladimir Aleksandrovich Platonov, Eduard Mechislavovich Volynets
  • METHOD OF AND SYSTEM FOR GENERATING TRAINING SET FOR MACHINE LEARNING ALGORITHM (MLA)
    Publication number: 20200210891
    Abstract: There is disclosed a computer-implemented method and system for generating a set of training objects for training a machine learning algorithm (MLA) to determine query similarity based on textual content thereof, the MLA executable by the system. The method comprises retrieving, from a search log database of the system, a first query and other queries with associated search results.
    Type: Application
    Filed: September 16, 2019
    Publication date: July 2, 2020
    Inventors: Aleksandr Valerievich SAFRONOV, Aleksandra Aleksandrovna ANTONOVA, Aleksey Vladimirovich MISYUREV, Vladimir Aleksandrovich PLATONOV, Eduard Mechislavovich VOLYNETS