Patents by Inventor Babak SEYED AGHAZADEH

Babak SEYED AGHAZADEH 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).

  • MULTI-FIDELITY SIMULATED DATA FOR MACHINE LEARNING
    Publication number: 20210357692
    Abstract: A method of training a machine learning system. The method comprises collecting a first simulation dataset derived from a computer simulating a hypothetical scenario with a first simulation configuration having a first degree of fidelity. The method further comprises collecting a second simulation dataset derived from a computer simulating the hypothetical scenario with a second simulation configuration having a second degree of fidelity different than the first degree of fidelity. The method further comprises building a multi-fidelity training dataset including training data from both the first simulation dataset and the second simulation dataset according to an interleaving protocol.
    Type: Application
    Filed: May 15, 2020
    Publication date: November 18, 2021
    Applicant: Microsoft Technology Licensing, LLC
    Inventors: Eric Philip TRAUT, Marcos de Moura CAMPOS, Ashish KAPOOR, Babak SEYED AGHAZADEH