Patents by Inventor Orion Talmi

Orion Talmi 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).

  • Publication number: 20180225391
    Abstract: A data modeling platform includes a distributed modeling ensemble generator and a progress tracker. The distributed modeling ensemble generator preprocesses and models an input dataset according to a user listing of modeling types, modeling algorithms and preprocessing operations. The generator includes a plurality of model runners, one per modeling type, and a data coordinator. Each model runner operates with a changing plurality of distributed independent modeling services and generates a changing set of points in a hyper-parameter space defining hyper-parameters for the modeling algorithms and preprocessing operations. Each distributed modeling service uses a selected one of the hyper-parameter points and generates a validated score for that point. The data coordinator coordinates the operation of the model runners and provides the hyper-parameter points and their resulting scores to the progress tracker.
    Type: Application
    Filed: February 6, 2018
    Publication date: August 9, 2018
    Inventors: Erez SALI, Noam Stern, Orion Talmi, Yuval Raviv, Gilad Ivri