Patents by Inventor Takafumi KANAMORI

Takafumi KANAMORI 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: 20230196100
    Abstract: A non-transitory computer-readable recording medium stores a program for causing a computer to execute a process that includes acquiring a dataset without including correct answer data, generating a first constraint condition used to maximize mutual information between each data point included in the dataset and a class label assigned to the each data point, generating a second constraint condition that reduces a distribution distance regarding class labels assigned to two data points between which a Euclidean distance is closer than a predetermined value, generating a third constraint condition that reduces a distribution distance regarding class labels assigned to data points estimated to have a same class label, and increases a distribution distance regarding class labels assigned to data points estimated to have different class labels, and training a neural network that performs data classification, by performing optimization processing based on the first, second, and third constraint conditions.
    Type: Application
    Filed: October 25, 2022
    Publication date: June 22, 2023
    Applicant: Fujitsu Limited
    Inventors: Yuichiro WADA, Takafumi KANAMORI, Yuhui ZHANG, Kaito GOTO, Yusaku HINO