Patents by Inventor Alexander Blonczewski

Alexander Blonczewski 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: 20210224646
    Abstract: A method for generating labels for a data set. The method includes: providing an unlabeled data set comprising a number of unlabeled data; generating initial labels for the data of the unlabeled data set; providing the initial labels as nth labels where n=1; performing an iterative process, where an nth iteration of the iterative process comprises the following steps for every n=1, 2, 3, . . . N: training a model as an nth trained model using a labeled data set, the labeled data set being given by a combination of the data of the unlabeled data set with the nth labels; predicting nth predicted labels for the unlabeled data of the unlabeled data set by using the nth trained model; determining (n+1)th labels from a set of labels comprising at least the nth predicted labels.
    Type: Application
    Filed: December 21, 2020
    Publication date: July 22, 2021
    Inventors: Achim Feyerabend, Alexander Blonczewski, Christian Haase-Schuetz, Elena Pancera, Heinz Hertlein, Jinquan Zheng, Joscha Liedtke, Marianne Gaul, Rainer Stal, Srinandan Krishnamoorthy