公开(公告)号：US20250037023A1

公开(公告)日：2025-01-30

申请号：US18768912

申请日：2024-07-10

Applicant: Fujitsu Limited ,  INDIAN INSTITUTE OF SCIENCE

Inventor： Sho TAKEMORI ,  YUHEI UMEDA ,  Harsh Rangwani ,  Shrinivas Ramasubramanian ,  Kunal Samanta ,  Venkatesh Babu Radhakrishnan

IPC: G06N20/00

Abstract: A machine learning method includes estimating a degree of improvement of an evaluation metric related to a machine learning model, the improvement being to be obtained on a condition that the machine learning model is configured to be trained based on combination of training data in a training data set, selecting a pair of training data from the training data set based on the estimated degree, generating other training data based on the selected pair of training data, and training the machine learning model based on the other training data and the training data set, using a processor.