Patents by Inventor Mario Jayakumar

Mario Jayakumar 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: 20240143974
    Abstract: A system and method for constructing a probability model and automatically responding to process anomalies identified by the probability model are disclosed. Data is received for current and prior states of a process, comprising variables in at least two dimensions, and the at least two dimensions being not independently and identically distributed. A segment of a fixed number of prior states is selected and fed into a neural network to output a probability vector for each of the two or more dimensions. The Cartesian product of these probability vectors is calculated to obtain a tensor, wherein each value in the tensor represents a probability that the prior states would be followed by a given state. If the probability in the tensor associated with the present state is less than a predetermined threshold, an electronic communication is automatically generated and transmitted to a client computing device.
    Type: Application
    Filed: October 31, 2022
    Publication date: May 2, 2024
    Applicant: MORGAN STANLEY SERVICES GROUP INC.
    Inventors: Sarthak Banerjee, Mario Jayakumar