Patents by Inventor Luke Reding

Luke Reding 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).

  • Methods and systems for generating recommendations for contacting users through the use of a contextual multi-armed bandit framework
    Patent number: 12045874
    Abstract: Methods and systems are described for machine learning algorithms that dynamically allocate traffic to contact strategies that are performing well, while allocating less traffic to contact strategies that are underperforming. In particular, the methods and systems discussed are for the use of a contextual multi-armed bandit framework for applications that have both immediate results and long-term results, in which immediate results are correlated with the long-term results (e.g., results related to debt collection strategies).
    Type: Grant
    Filed: June 17, 2020
    Date of Patent: July 23, 2024
    Assignee: Capital One Services, LLC
    Inventors: Luke Reding, Gilbert Forsyth, Aaron Slowey, Christopher Flynn, Charles DeVore, William Biscarri, Ryan McCarthy, Rifat Jafreen
  • METHODS AND SYSTEMS FOR GENERATING RECOMMENDATIONS FOR CONTACTING USERS THROUGH THE USE OF A CONTEXTUAL MULTI-ARMED BANDIT FRAMEWORK
    Publication number: 20210398172
    Abstract: Methods and systems are described for machine learning algorithms that dynamically allocate traffic to contact strategies that are performing well, while allocating less traffic to contact strategies that are underperforming. In particular, the methods and systems discussed are for the use of a contextual multi-armed bandit framework for applications that have both immediate results and long-term results, in which immediate results are correlated with the long-term results (e.g., results related to debt collection strategies).
    Type: Application
    Filed: June 17, 2020
    Publication date: December 23, 2021
    Applicant: Capital One Services, LLC
    Inventors: Luke Reding, Gilbert Forsyth, Aaron Slowey, Christopher Flynn, Charles DeVore, William Biscarri, Ryan McCarthy, Rifat Jafreen