US Patent Application 18024512. LEARNING DEVICE, LEARNING METHOD AND LEARNING PROGRAM simplified abstract
Contents
LEARNING DEVICE, LEARNING METHOD AND LEARNING PROGRAM
Organization Name
NIPPON TELEGRAPH AND TELEPHONE CORPORATION
Inventor(s)
Masanori Yamada of Musashino-shi, Tokyo (JP)
LEARNING DEVICE, LEARNING METHOD AND LEARNING PROGRAM - A simplified explanation of the abstract
- This abstract for appeared for US patent application number 18024512 Titled 'LEARNING DEVICE, LEARNING METHOD AND LEARNING PROGRAM'
Simplified Explanation
The abstract describes a system that acquires data and predicts labels for that data. The system uses a learning unit to learn a model that represents the probability distribution of the labels. This model is trained using a correct answer label as a filter, which helps the system predict labels correctly even when there is noise added to the data.
Original Abstract Submitted
An acquisition unit acquires data for which a label is to be predicted. A learning unit learns a model representing a probability distribution of a label of the acquired data by using, as a filter, a correct answer label of the data so as to correctly predict a label for an adversarial example in which noise is added to the data.
