公开(公告)号：US20230376846A1

公开(公告)日：2023-11-23

申请号：US18199443

申请日：2023-05-19

Applicant: Fujitsu Limited ,  INDIAN INSTITUTE OF SCIENCE

Inventor： Sho TAKEMORI ,  Takashi KATOH ,  Yuhei UMEDA ,  Harsh RANGWANI ,  Shrinivas RAMASUBRAMANIAN ,  Venkatesh Babu RADHAKRISHNAN

IPC: G06N20/00 ,  G06F17/16

CPC classification number: G06N20/00 ,  G06F17/16

Abstract: An information processing apparatus includes one or more memories; and one or more processors coupled to the one or more memories, the one or more processors being configured to decide a gain matrix based on an input metric, perform selection of first training data from a plurality of unlabeled training data, to be used for training a machine learning model, based on the gain matrix, and perform training of the machine learning model based on the first training data, a predicted label that is predicted from the first training data, and a loss function including the gain matrix.