Patents Assigned to Georges Harik
  • METHOD AND APPARATUS FOR IMPROVING RESILIENCE IN CUSTOMIZED PROGRAM LEARNING NETWORK COMPUTATIONAL ENVIRONMENTS
    Publication number: 20140250034
    Abstract: An apparatus and a method are provided for learning a program with a large number of parameters. In one embodiment, a method not only distorts the input values, but also distorts some of the parameters in the program model. Such an approach not only forces the learned program to acquire parameter values to predict missing or desired data, but also to correct errors in the input data and the program parameters themselves, thereby rendering the learned program more resilient to overfitting and falling into local optima.
    Type: Application
    Filed: January 16, 2014
    Publication date: September 4, 2014
    Applicants: PageBites, Inc., Georges Harik
    Inventor: Georges Harik