Patent №
US 11,200,883
Granted
2021-12-14
Filed 2020
Owner
INTERNATIONAL BUSINESS MACHINES CORPORATION
Lab
AI components
6
ml · nlp · vision · kr · planning · hardware
Assignment
Recorded
Dataset
AIPD
2023_r1 edition
Application
16740115
A computer-implemented method according to one embodiment includes identifying features of a plurality of data instances within a target domain; assigning weights to the plurality of data instances within the target domain, based on similarities among the features; selecting a subset of the plurality of data instances within the target domain, based on the weights; associating expert annotations with respective ones of data instances within the subset; and training a machine learning algorithm, utilizing the subset of the plurality of data instances and associated expert annotations.
AI classification
Ownership
INTERNATIONAL BUSINESS MACHINES CORPORATION
assignment · 515500430
Assignors
LI, YUNYAO, ZHU, HUAIYU, ZHUANG, HONGLEI, SAHAYARAJ, SANJANA, WANG, CHENGUANG
On an employer assignment, the assignors are typically the inventors.