Patents by Inventor Jyotiman Singh

Jyotiman Singh 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).

  • Systems and methods for generating blended variable importance measures corresponding to specific targets
    Patent number: 11410051
    Abstract: Computing an influence measure by combining a rank of independent variables based on a first XGBoost ranking operation; a second rank of independent variables based on a first Random Forest (RF) ranking operation; a third rank of independent variables based on a first GBM ranking operation; a fourth rank of independent variables based on a first GLM ranking operation; a fifth rank of independent variables based on a second GLM ranking operation different from the first; a sixth rank of independent variables based on a second GBM ranking operation different from the first; a seventh rank of independent variables based on a second RF ranking operation different from the first; and an eighth rank of independent variables based on a second XGBoost ranking operation different from the first; and combining the ranks to correlate influence of a given variable on a target outcome.
    Type: Grant
    Filed: October 1, 2018
    Date of Patent: August 9, 2022
    Assignee: XL CATLIN
    Inventors: Frank Travisano, Divyanshu Suri, Jyotiman Singh