Patents by Inventor Guilherme Ehrhardt S. Ferreira Costa

Guilherme Ehrhardt S. Ferreira Costa 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).

  • FRAMEWORK FOR TRAINING DATA PROCUREMENT
    Publication number: 20240144073
    Abstract: Systems and methods provide determination of a model script for training a first machine learning model based on input training data, determination of a metrics script for determining one or more performance metric values associated with the trained first machine learning model based on validation data, and compilation of the model script and the metrics script into an executable file.
    Type: Application
    Filed: October 26, 2022
    Publication date: May 2, 2024
    Inventors: Guilherme Ehrhardt S. FERREIRA COSTA, Joao Pedro AMARAL SIMOES
  • SEARCHABLE CATALOG OF COLUMNAR NUMERICAL DATA
    Publication number: 20240054119
    Abstract: Systems and methods provide identification of a first configuration specifying a first column of a first data source, acquisition, based on the first configuration, of a first sequence of values stored in consecutive rows of the first column, and storage of the first sequence of values in a storage device in association with an identifier of the first data source and the first column.
    Type: Application
    Filed: August 11, 2022
    Publication date: February 15, 2024
    Inventors: Guilherme Ehrhardt S. FERREIRA COSTA, Jan PORTISCH
  • PREDICTION ENHANCEMENT FOR CLASSIFICATION MODELS
    Publication number: 20240054358
    Abstract: Systems and methods provide reception of an identifier of a machine learning classification model and a prediction generated by the machine learning classification model, identification of model configuration data associated with the machine learning classification model, modification of the prediction based on the model configuration data to generate an enhanced prediction comprising calibrated probabilities, and returning of the enhanced prediction.
    Type: Application
    Filed: August 11, 2022
    Publication date: February 15, 2024
    Inventors: Guilherme Ehrhardt S. FERREIRA COSTA, Jan PORTISCH
  • Searchable catalog of columnar numerical data
    Patent number: 11886409
    Abstract: Systems and methods provide identification of a first configuration specifying a first column of a first data source, acquisition, based on the first configuration, of a first sequence of values stored in consecutive rows of the first column, and storage of the first sequence of values in a storage device in association with an identifier of the first data source and the first column.
    Type: Grant
    Filed: August 11, 2022
    Date of Patent: January 30, 2024
    Assignee: SAP SE
    Inventors: Guilherme Ehrhardt S. Ferreira Costa, Jan Portisch