Title:
LEARNING DEVICE, LEARNING METHOD, AND LEARNING PROGRAM
Document Type and Number:
WIPO Patent Application WO/2020/235011
Kind Code:
A1
Abstract:
A learning device (10) comprises a learning unit (12) that updates the parameters of a model (111) to which a convolutional neural network has been applied, so as to minimize an objective function that is the sum of: a loss function for evaluating the relationship between learning data and the output of the model (111); and the absolute value of the sum of the filter elements of the convolution layers of the convolutional neural network.
Inventors:
KANAI SEKITOSHI (JP)
Application Number:
PCT/JP2019/020160
Publication Date:
November 26, 2020
Filing Date:
May 21, 2019
Export Citation:
Assignee:
NIPPON TELEGRAPH & TELEPHONE (JP)
International Classes:
G06N3/08
Domestic Patent References:
| WO2017168922A1 | 2017-10-05 |
Foreign References:
| JP2017525038A | 2017-08-31 | |||
| JP2019045905A | 2019-03-22 |
Other References:
DUCHI, JOHN: "Efficient Online and Batch Learning Using Forward Backward Splitting", JOURNAL OF MACHINE LEARNING RESEARCH, vol. 10, 16 July 2019 (2019-07-16), pages 2899 - 2934, XP058264302, Retrieved from the Internet
Attorney, Agent or Firm:
SAKAI INTERNATIONAL PATENT OFFICE (JP)
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