Title:
INFORMATION PROCESSING DEVICE, INFORMATION PROCESSING METHOD, AND COMPUTER-READABLE RECORDING MEDIUM
Document Type and Number:
WIPO Patent Application WO/2023/248305
Kind Code:
A1
Abstract:
An information processing device 10 has: a score calculation unit 11 that inputs training data included in a training data set to a trained neural network model, generates, for each item of the training data, statistical information representing an internal state of the trained neural network model, and calculates, on the basis of the generated statistical information, a score representing the complexity of the training data; and a parameter determination unit 12 that determines, on the basis of the calculated score, a parameter representing the structure of the neural network model.
Inventors:
KOBAYASHI YUKI (JP)
Application Number:
PCT/JP2022/024569
Publication Date:
December 28, 2023
Filing Date:
June 20, 2022
Export Citation:
Assignee:
NEC CORP (JP)
International Classes:
G06N3/04
Foreign References:
| JP2020191080A | 2020-11-26 | |||
| JP2020042796A | 2020-03-19 | |||
| US20200302272A1 | 2020-09-24 | |||
| US20220101089A1 | 2022-03-31 |
Attorney, Agent or Firm:
BRIGHTAS IP ATTORNEYS (JP)
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