Patents by Inventor Joydeep Ghosh

Joydeep Ghosh 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).

  • Augmented intelligence system impartiality assessment engine
    Patent number: 11783292
    Abstract: A method, system and computer-readable storage medium for performing a cognitive information processing operation. The cognitive information processing operation includes: receiving data from a plurality of data sources; processing the data from the plurality of data sources to provide cognitively processed insights via an augmented intelligence system, the augmented intelligence system executing on a hardware processor of an information processing system, the augmented intelligence system and the information processing system providing a cognitive computing function; performing an impartiality assessment operation via an impartiality assessment engine, the impartiality assessment operation detecting a presence of bias in an outcome of the cognitive computing function; and, providing the cognitively processed insights to a destination, the destination comprising a cognitive application, the cognitive application enabling a user to interact with the cognitive insights.
    Type: Grant
    Filed: July 11, 2022
    Date of Patent: October 10, 2023
    Assignee: Tecnotree Technologies, Inc.
    Inventors: Joydeep Ghosh, Jessica Henderson, Matthew Sanchez
  • Augmented intelligence explainability with recourse
    Patent number: 11741429
    Abstract: A method, system and computer-readable storage medium for performing a cognitive information processing operation. The cognitive information processing operation includes: receiving data from a plurality of data sources; processing the data from the plurality of data sources to provide cognitively processed insights via an augmented intelligence system, the augmented intelligence system executing on a hardware processor of an information processing system, the augmented intelligence system and the information processing system providing a cognitive computing function; performing an explainability with recourse operation, the explainability with recourse operation providing an assurance explanation regarding the cognitive computing function; and, providing the cognitively processed insights to a destination, the destination comprising a cognitive application, the cognitive application enabling a user to interact with the cognitive insights.
    Type: Grant
    Filed: October 25, 2019
    Date of Patent: August 29, 2023
    Assignee: Tecnotree Technologies, Inc.
    Inventors: Joydeep Ghosh, Jessica Henderson, Matthew Sanchez
  • Framework for explainability with recourse of black-box trained classifiers and assessment of fairness and robustness of black-box trained classifiers
    Patent number: 11645620
    Abstract: A method, system and computer-readable storage medium for performing a counterfactual generation operation. The counterfactual generation operation includes: receiving a subject data point; classifying the data point via a trained classifier, the classifying providing a classified data point; identifying a counterfactual using the classified data point, the counterfactual comprising another datapoint, the another data point being close to the subject data point, the another data point resulting in production of a different outcome when provided to a model when compared to an outcome resulting from the subject data point being provided to the model; and, providing the counterfactual to a destination.
    Type: Grant
    Filed: October 18, 2019
    Date of Patent: May 9, 2023
    Assignee: Tecnotree Technologies, Inc.
    Inventors: Joydeep Ghosh, Shubham Sharma, Jessica Henderson, Matthew Sanchez
  • Robustness score for an opaque model
    Patent number: 11636284
    Abstract: A method, system and computer-readable storage medium for performing a cognitive information processing operation.
    Type: Grant
    Filed: August 5, 2022
    Date of Patent: April 25, 2023
    Assignee: Tecnotree Technologies, Inc.
    Inventors: Joydeep Ghosh, Jessica Henderson, Matthew Sanchez
  • Robustness Score for an Opaque Model
    Publication number: 20220383134
    Abstract: A method, system and computer-readable storage medium for performing a cognitive information processing operation.
    Type: Application
    Filed: August 5, 2022
    Publication date: December 1, 2022
    Inventors: Joydeep Ghosh, Jessica Henderson, Matthew Sanchez
  • Augmented Intelligence System Impartiality Assessment Engine
    Publication number: 20220366190
    Abstract: A method, system and computer-readable storage medium for performing a cognitive information processing operation. The cognitive information processing operation includes: receiving data from a plurality of data sources; processing the data from the plurality of data sources to provide cognitively processed insights via an augmented intelligence system, the augmented intelligence system executing on a hardware processor of an information processing system, the augmented intelligence system and the information processing system providing a cognitive computing function; performing an impartiality assessment operation via an impartiality assessment engine, the impartiality assessment operation detecting a presence of bias in an outcome of the cognitive computing function; and, providing the cognitively processed insights to a destination, the destination comprising a cognitive application, the cognitive application enabling a user to interact with the cognitive insights.
    Type: Application
    Filed: July 11, 2022
    Publication date: November 17, 2022
    Inventors: Joydeep Ghosh, Jessica Henderson, Matthew Sanchez
  • Burden Score for an Opaque Model
    Publication number: 20220351007
    Abstract: A method, system and computer-readable storage medium for performing a cognitive information processing operation.
    Type: Application
    Filed: June 28, 2022
    Publication date: November 3, 2022
    Inventors: Joydeep Ghosh, Jessica Henderson, Matthew Sanchez
  • Robustness score for an opaque model
    Patent number: 11409993
    Abstract: A method, system and computer-readable storage medium for performing a cognitive information processing operation.
    Type: Grant
    Filed: October 25, 2019
    Date of Patent: August 9, 2022
    Assignee: Cognitive Scale, Inc.
    Inventors: Joydeep Ghosh, Jessica Henderson, Matthew Sanchez
  • Augmented intelligence system impartiality assessment engine
    Patent number: 11386296
    Abstract: A method, system and computer-readable storage medium for performing a cognitive information processing operation. The cognitive information processing operation includes: receiving data from a plurality of data sources; processing the data from the plurality of data sources to provide cognitively processed insights via an augmented intelligence system, the augmented intelligence system executing on a hardware processor of an information processing system, the augmented intelligence system and the information processing system providing a cognitive computing function; performing an impartiality assessment operation via an impartiality assessment engine, the impartiality assessment operation detecting a presence of bias in an outcome of the cognitive computing function; and, providing the cognitively processed insights to a destination, the destination comprising a cognitive application, the cognitive application enabling a user to interact with the cognitive insights.
    Type: Grant
    Filed: October 25, 2019
    Date of Patent: July 12, 2022
    Assignee: Cognitive Scale, Inc.
    Inventors: Joydeep Ghosh, Jessica Henderson, Matthew Sanchez
  • Burden score for an opaque model
    Patent number: 11379691
    Abstract: A method, system and computer-readable storage medium for performing a cognitive information processing operation.
    Type: Grant
    Filed: October 25, 2019
    Date of Patent: July 5, 2022
    Assignee: Cognitive Scale, Inc.
    Inventors: Joydeep Ghosh, Jessica Henderson, Matthew Sanchez
  • Augmented Intelligence System Explainability Generation Engine
    Publication number: 20200293931
    Abstract: A method, system and computer-readable storage medium for performing a cognitive information processing operation. The cognitive information processing operation includes: receiving data from a plurality of data sources; processing the data from the plurality of data sources to provide cognitively processed insights via an augmented intelligence system, the augmented intelligence system executing on a hardware processor of an information processing system, the augmented intelligence system and the information processing system providing a cognitive computing function; performing an explainability operation via an explainability engine, the explainability operation providing a rationale for an associated cognitive insight; and, providing the cognitively processed insights to a destination, the destination comprising a cognitive application, the cognitive application enabling a user to interact with the cognitive insights.
    Type: Application
    Filed: October 25, 2019
    Publication date: September 17, 2020
    Inventors: Joydeep Ghosh, Jessica Henderson, Matthew Sanchez
  • Framework for Explainability with Recourse of Black-Box Trained Classifiers and Assessment of Fairness and Robustness of Black-Box Trained Classifiers
    Publication number: 20200293827
    Abstract: A method, system and computer-readable storage medium for performing a counterfactual generation operation. The counterfactual generation operation includes: receiving a subject data point; classifying the data point via a trained classifier, the classifying providing a classified data point; identifying a counterfactual using the classified data point, the counterfactual comprising another datapoint, the another data point being close to the subject data point, the another data point resulting in production of a different outcome when provided to a model when compared to an outcome resulting from the subject data point being provided to the model; and, providing the counterfactual to a destination.
    Type: Application
    Filed: October 18, 2019
    Publication date: September 17, 2020
    Inventors: Joydeep Ghosh, Shubham Sharma, Jessica Henderson, Matthew Sanchez
  • Burden Score for an Opaque Model
    Publication number: 20200293839
    Abstract: A method, system and computer-readable storage medium for performing a cognitive information processing operation.
    Type: Application
    Filed: October 25, 2019
    Publication date: September 17, 2020
    Inventors: Joydeep Ghosh, Jessica Henderson, Matthew Sanchez
  • Augmented Intelligence Assurance as a Service
    Publication number: 20200293933
    Abstract: A method, system and computer-readable storage medium for performing a cognitive information processing operation. The cognitive information processing operation includes: performing a cognitive computing function; performing an augmented intelligence assurance operation, the augmented intelligence assurance operation ensuring augmented intelligence performance of the cognitive computing function; and, providing a cognitive insight regarding the augmented intelligence performance of the cognitive computing function.
    Type: Application
    Filed: October 25, 2019
    Publication date: September 17, 2020
    Inventors: Joydeep Ghosh, Jessica Henderson, Matthew Sanchez
  • Robustness Score for an Opaque Model
    Publication number: 20200293834
    Abstract: A method, system and computer-readable storage medium for performing a cognitive information processing operation.
    Type: Application
    Filed: October 25, 2019
    Publication date: September 17, 2020
    Inventors: Joydeep Ghosh, Jessica Henderson, Matthew Sanchez
  • Augmented Intelligence System Impartiality Assessment Engine
    Publication number: 20200293919
    Abstract: A method, system and computer-readable storage medium for performing a cognitive information processing operation. The cognitive information processing operation includes: receiving data from a plurality of data sources; processing the data from the plurality of data sources to provide cognitively processed insights via an augmented intelligence system, the augmented intelligence system executing on a hardware processor of an information processing system, the augmented intelligence system and the information processing system providing a cognitive computing function; performing an impartiality assessment operation via an impartiality assessment engine, the impartiality assessment operation detecting a presence of bias in an outcome of the cognitive computing function; and, providing the cognitively processed insights to a destination, the destination comprising a cognitive application, the cognitive application enabling a user to interact with the cognitive insights.
    Type: Application
    Filed: October 25, 2019
    Publication date: September 17, 2020
    Inventors: Joydeep Ghosh, Jessica Henderson, Matthew Sanchez
  • Augmented Intelligence System Assurance Engine
    Publication number: 20200293918
    Abstract: A method, system and computer-readable storage medium for cognitive information processing. The cognitive information processing includes: receiving data from a plurality of data sources; processing the data from the plurality of data sources to provide cognitively processed insights via an augmented intelligence system, the augmented intelligence system executing on a hardware processor of an information processing system, the augmented intelligence system and the information processing system providing a cognitive computing function; performing an augmented intelligence assurance operation, the augmented intelligence assurance operation ensuring augmented intelligence performance of the cognitive computing function; and, providing the cognitively processed insights to a destination, the destination comprising a cognitive application, the cognitive application enabling a user to interact with the cognitive insights.
    Type: Application
    Filed: October 18, 2019
    Publication date: September 17, 2020
    Inventors: Matthew Sanchez, Joydeep Ghosh, Jessica Henderson
  • Augmented Intelligence System Robustness Assessment Engine
    Publication number: 20200293927
    Abstract: A method, system and computer-readable storage medium for performing a cognitive information processing operation. The cognitive information processing operation includes: receiving data from a plurality of data sources; processing the data from the plurality of data sources to provide cognitively processed insights via an augmented intelligence system, the augmented intelligence system executing on a hardware processor of an information processing system, the augmented intelligence system and the information processing system providing a cognitive computing function; performing a robustness assessment operation via a robustness assessment engine, the robustness assessment operation assessing robustness of the cognitive computing function; and, providing the cognitively processed insights to a destination, the destination comprising a cognitive application, the cognitive application enabling a user to interact with the cognitive insights.
    Type: Application
    Filed: October 25, 2019
    Publication date: September 17, 2020
    Inventors: Joydeep Ghosh, Jessica Henderson, Matthew Sanchez
  • Augmented Intelligence Explainability with Recourse
    Publication number: 20200293932
    Abstract: A method, system and computer-readable storage medium for performing a cognitive information processing operation. The cognitive information processing operation includes: receiving data from a plurality of data sources; processing the data from the plurality of data sources to provide cognitively processed insights via an augmented intelligence system, the augmented intelligence system executing on a hardware processor of an information processing system, the augmented intelligence system and the information processing system providing a cognitive computing function; performing an explainability with recourse operation, the explainability with recourse operation providing an assurance explanation regarding the cognitive computing function; and, providing the cognitively processed insights to a destination, the destination comprising a cognitive application, the cognitive application enabling a user to interact with the cognitive insights.
    Type: Application
    Filed: October 25, 2019
    Publication date: September 17, 2020
    Inventors: Joydeep Ghosh, Jessica Henderson, Matthew Sanchez
  • Displaying Predictive Modeling and Psychographic Segmentation of Population for More Efficient Delivery of Healthcare
    Publication number: 20160117468
    Abstract: A system and method for reducing adverse healthcare events for an ailment. First, data is processed from at least one source. The data is fed to a predictive model to obtain a set of predicted patients. These patients are predicted to experience an adverse healthcare event for an ailment within a specified time frame. Thereafter, a message is delivered to the predicted patients. The message relates to preventing future adheres healthcare events for an ailment.
    Type: Application
    Filed: October 28, 2014
    Publication date: April 28, 2016
    Inventors: Vipul N. Mankad, Joydeep Ghosh, Yasho Rao, Nagi Rao, Satya Maruri