Patents by Inventor Malhar Siddhesh Jere

Malhar Siddhesh Jere 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 for generating synthetic data using a regression model while preserving statistical properties of underlying data
    Patent number: 11763138
    Abstract: A method for generating a synthetic dataset involves generating discretized synthetic data based on driving a model of a cumulative distribution function (CDF) with random numbers. The CDF is based on a source dataset. The method further includes generating the synthetic dataset from the discretized synthetic data by selecting, for inclusion into the synthetic dataset, values from a multitude of entries of the source dataset, based on the discretized synthetic data, and providing the synthetic dataset to a downstream application that is configured to operate on the source dataset.
    Type: Grant
    Filed: November 27, 2019
    Date of Patent: September 19, 2023
    Assignee: Intuit Inc.
    Inventors: Ashok N. Srivastava, Malhar Siddhesh Jere, Sumanth Venkatasubbaiah, Caio Vinicius Soares, Sricharan Kallur Palli Kumar
  • METHOD AND SYSTEM FOR GENERATING SYNTHETIC DATA USING A REGRESSION MODEL WHILE PRESERVING STATISTICAL PROPERTIES OF UNDERLYING DATA
    Publication number: 20210158129
    Abstract: A method for generating a synthetic dataset involves generating discretized synthetic data based on driving a model of a cumulative distribution function (CDF) with random numbers. The CDF is based on a source dataset. The method further includes generating the synthetic dataset from the discretized synthetic data by selecting, for inclusion into the synthetic dataset, values from a multitude of entries of the source dataset, based on the discretized synthetic data, and providing the synthetic dataset to a downstream application that is configured to operate on the source dataset.
    Type: Application
    Filed: November 27, 2019
    Publication date: May 27, 2021
    Applicant: Intuit Inc.
    Inventors: Ashok N. Srivastava, Malhar Siddhesh Jere, Sumanth Venkatasubbaiah, Caio Vinicius Soares, Sricharan Kallur Palli Kumar