According to an embodiment of the present disclosure, a method of training a machine learning model is provided. Input data is received from at least one remote device. A classifier is evaluated by determining a classification accuracy of the input data. A training data matrix of the input data is applied to a selected context autoencoder of a knowledge bank of autoencoders including at least one context autoencoder and the training data matrix is determined to be out of context for the selected autoencoder. The training data matrix is applied to each other context autoencoder of the at least one autoencoder and the training data matrix is determined to be out of context for each other context autoencoder. A new context autoencoder is constructed.


    Zugriff

    Download


    Exportieren, teilen und zitieren



    Titel :

    SYSTEM AND METHOD FOR CONTEXT-BASED TRAINING OF A MACHINE LEARNING MODEL


    Weitere Titelangaben:

    SYSTEM UND VERFAHREN ZUM KONTEXTBASIERTEN TRAINING EINES MASCHINENLERNMODELLS
    SYSTÈME ET PROCÉDÉ POUR L'APPRENTISSAGE BASÉ SUR LE CONTEXTE D'UN MODÈLE D'APPRENTISSAGE PAR MACHINE


    Beteiligte:
    LORE KIN GWN (Autor:in) / REDDY KISHORE K (Autor:in)

    Erscheinungsdatum :

    2020-07-29


    Medientyp :

    Patent


    Format :

    Elektronische Ressource


    Sprache :

    Englisch


    Klassifikation :

    IPC:    G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen / B64D Ausrüstung für Flugzeuge , EQUIPMENT FOR FITTING IN OR TO AIRCRAFT / G05B Steuer- oder Regelsysteme allgemein , CONTROL OR REGULATING SYSTEMS IN GENERAL



    METHOD FOR TRAINING A DEEP-LEARNING-BASED MACHINE LEARNING ALGORITHM

    HIREMATH AMULYA / RAKITSCH BARBARA / GUERSUN GONCA et al. | Europäisches Patentamt | 2023

    Freier Zugriff

    Method, apparatus and computer program for training machine learning model and generating training data

    KNOBLOCH DANIEL / SCHULZ BRITTA | Europäisches Patentamt | 2022

    Freier Zugriff

    Training machine learning model for controlling autonomous vehicle

    VENKATRAMAN ARUN / BAGNELL JAMES ANDREW | Europäisches Patentamt | 2023

    Freier Zugriff

    TRAINING AND OPERATING A MACHINE LEARNING SYSTEM

    TAKAMI MASATO / BROSCH UWE | Europäisches Patentamt | 2021

    Freier Zugriff

    Training and operating a machine learning system

    TAKAMI MASATO / BROSCH UWE | Europäisches Patentamt | 2022

    Freier Zugriff