Patents by Inventor Kalyan K. Veeramachaneni

Kalyan K. Veeramachaneni 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).

  • DISTRIBUTED, MULTI-MODEL, SELF-LEARNING PLATFORM FOR MACHINE LEARNING
    Publication number: 20160132787
    Abstract: A system is provided for multi-methodology, multi-user, self-optimizing Machine Learning as a Service for that automates and optimizes the model training process. The system uses a large-scale distributed architecture and is compatible with cloud services. The system uses a hybrid optimization technique to select between multiple machine learning approaches for a given dataset. The system can also use datasets to transferring knowledge of how one modeling methodology has previously worked over to a new problem.
    Type: Application
    Filed: January 16, 2015
    Publication date: May 12, 2016
    Applicant: Massachusetts Institute of Technology
    Inventors: Will D. Drevo, Kalyan K. Veeramachaneni, Una-May O'Reilly