Patents Assigned to Luminide, Inc.
  • Expedited Assessment and Ranking of Model Quality in Machine Learning
    Publication number: 20230206054
    Abstract: The assessment and ranking of machine learning models is sped up. In one embodiment, a plurality of model definitions are automatically tested and ranked according to their expected generalization ability. Other embodiments include assessing a single change to the model to determine if the change increases or decreases the model's generalization ability. This technique can also be applied to assess input data transformations used to develop the model.
    Type: Application
    Filed: December 23, 2021
    Publication date: June 29, 2023
    Applicant: Luminide, Inc.
    Inventors: Anil THOMAS, Luke HORNOF, Robert HARRIS