Patents by Inventor Ryan Riegel

Ryan Riegel 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).

  • Configurable Machine Learning Method Selection and Parameter Optimization System and Method
    Publication number: 20160110657
    Abstract: A system and method for selecting a machine learning method and optimizing the parameters that control its behavior including receiving data; determining, using one or more processors, a first candidate machine learning method; tuning, using one or more processors, one or more parameters of the first candidate machine learning method; determining, using one or more processors, that the first candidate machine learning method and a first parameter configuration for the first candidate machine learning method are the best based on a measure of fitness subsequent to satisfaction of a stop condition; and outputting, using one or more processors, the first candidate machine learning method and the first parameter configuration for the first candidate machine learning method.
    Type: Application
    Filed: October 14, 2015
    Publication date: April 21, 2016
    Inventors: Maxsim Gibiansky, Ryan Riegel, Yi Yang, Parikshit Ram, Alexander Gray