Patents by Inventor William K. LYNCH

William K. LYNCH 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).

  • Ensemble model policy generation for prediction systems
    Patent number: 11507890
    Abstract: Embodiments for ensemble policy generation for prediction systems by a processor. Policies are generated and/or derived for a set of ensemble models to predict a plurality of target variables for streaming data such that the plurality of policies enables dynamic adjustment of the prediction system. One or more of the policies are updated according to one or more error states of the set of ensemble models.
    Type: Grant
    Filed: September 28, 2016
    Date of Patent: November 22, 2022
    Assignee: INTERNATIONAL BUSINESS MACHINES CORPORATION
    Inventors: Eric Bouillet, Bei Chen, Randall L. Cogill, Thanh L. Hoang, Marco Laumanns, William K. Lynch, Rahul Nair, Pascal Pompey, John Sheehan
  • Self-managed adaptable models for prediction systems
    Patent number: 11276011
    Abstract: Embodiments for self-managed adaptable models for prediction systems by one or more processors. One or more adaptive models may be applied to data streams from a plurality of data sources according to one or more data recipes such that the one or more adaptive models predict a plurality of target variables.
    Type: Grant
    Filed: April 10, 2017
    Date of Patent: March 15, 2022
    Assignee: INTERNATIONAL BUSINESS MACHINES CORPORATION
    Inventors: Eric P. Bouillet, Bei Chen, Randall L. Cogill, Thanh L. Hoang, Marco Laumanns, William K. Lynch, Rahul Nair, Pascal Pompey, John Sheehan
  • SELF-MANAGED ADAPTABLE MODELS FOR PREDICTION SYSTEMS
    Publication number: 20180293511
    Abstract: Embodiments for self-managed adaptable models for prediction systems by one or more processors. One or more adaptive models may be applied to data streams from a plurality of data sources according to one or more data recipes such that the one or more adaptive models predict a plurality of target variables.
    Type: Application
    Filed: April 10, 2017
    Publication date: October 11, 2018
    Applicant: INTERNATIONAL BUSINESS MACHINES CORPORATION
    Inventors: Eric P. BOUILLET, Bei CHEN, Randall L. COGILL, Thanh L. HOANG, Marco LAUMANNS, William K. LYNCH, Rahul NAIR, Pascal POMPEY, John SHEEHAN
  • ENSEMBLE MODEL POLICY GENERATION FOR PREDICTION SYSTEMS
    Publication number: 20180089582
    Abstract: Embodiments for ensemble policy generation for prediction systems by a processor. Policies are generated and/or derived for a set of ensemble models to predict a plurality of target variables for streaming data such that the plurality of policies enables dynamic adjustment of the prediction system. One or more of the policies are updated according to one or more error states of the set of ensemble models.
    Type: Application
    Filed: September 28, 2016
    Publication date: March 29, 2018
    Applicant: INTERNATIONAL BUSINESS MACHINES CORPORATION
    Inventors: Eric BOUILLET, Bei CHEN, Randall L. COGILL, Thanh L. HOANG, Marco LAUMANNS, William K. LYNCH, Rahul NAIR, Pascal POMPEY, John SHEEHAN