Patents by Inventor Manish Dash

Manish Dash 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).

  • ACCURATE AND INTERPRETABLE RULES FOR USER SEGMENTATION
    Publication number: 20220058503
    Abstract: Various embodiments describe user segmentation. In an example, potential rules are generated by applying a frequency-based analysis to user interaction data points. Each of the potential rules includes a set of attributes of the user interaction data points and indicates that these data points belong to a segment of interest. An objective function is used to select an optimal set of rules from the potential rules for the segment of interest. The potential rules are used as variable inputs to the objective function and this function is optimized based on interpretability and accuracy parameters. Each rule from the optimal set is associated with a group of the segment of interest. The user interaction data points are segments into the groups by matching attributes of these data points with the rules.
    Type: Application
    Filed: November 5, 2021
    Publication date: February 24, 2022
    Inventors: Ritwik Sinha, Virgil-Artimon Palanciuc, Pranav Ravindra Maneriker, Manish Dash, Tharun Mohandoss, Dhruv Singal
  • Accurate and interpretable rules for user segmentation
    Patent number: 11200501
    Abstract: Various embodiments describe user segmentation. In an example, potential rules are generated by applying a frequency-based analysis to user interaction data points. Each of the potential rules includes a set of attributes of the user interaction data points and indicates that these data points belong to a segment of interest. An objective function is used to select an optimal set of rules from the potential rules for the segment of interest. The potential rules are used as variable inputs to the objective function and this function is optimized based on interpretability and accuracy parameters. Each rule from the optimal set is associated with a group of the segment of interest. The user interaction data points are segments into the groups by matching attributes of these data points with the rules.
    Type: Grant
    Filed: December 11, 2017
    Date of Patent: December 14, 2021
    Assignee: ADOBE INC.
    Inventors: Ritwik Sinha, Virgil-Artimon Palanciuc, Pranav Ravindra Maneriker, Manish Dash, Tharun Mohandoss, Dhruv Singal
  • ACCURATE AND INTERPRETABLE RULES FOR USER SEGMENTATION
    Publication number: 20190180193
    Abstract: Various embodiments describe user segmentation. In an example, potential rules are generated by applying a frequency-based analysis to user interaction data points. Each of the potential rules includes a set of attributes of the user interaction data points and indicates that these data points belong to a segment of interest. An objective function is used to select an optimal set of rules from the potential rules for the segment of interest. The potential rules are used as variable inputs to the objective function and this function is optimized based on interpretability and accuracy parameters. Each rule from the optimal set is associated with a group of the segment of interest. The user interaction data points are segments into the groups by matching attributes of these data points with the rules.
    Type: Application
    Filed: December 11, 2017
    Publication date: June 13, 2019
    Inventors: Ritwik Sinha, Virgil-Artimon Palanciuc, Pranav Ravindra Maneriker, Manish Dash, Tharun Mohandoss, Dhruv Singal