Patents by Inventor Maxwell Simkoff

Maxwell Simkoff 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).

  • Patent number: 10255550
    Abstract: Methods, systems, and apparatus, including computer programs encoded on computer storage media, for training and applying a machine learning model. One of the methods includes the actions of obtaining a plurality of data points associated with a specified object; using a machine learning model to generate a prediction from the obtained plurality of data points, the prediction indicating a likelihood that the object will satisfy a particular parameter and a predicted scope for the parameter, wherein the machine learning model is trained using a training set comprising a collection of data points associated with a labeled set of objects, the label indicating the particular parameter and value for each object of the training set; and based on the prediction, classifying the specified object according to a determination of whether the predicted scope satisfies a threshold value.
    Type: Grant
    Filed: June 7, 2017
    Date of Patent: April 9, 2019
    Assignee: States Title, Inc.
    Inventors: Maxwell Simkoff, Michael Housman