UPDATING OF STATISTICAL SETS FOR DECENTRALIZED DISTRIBUTED TRAINING OF A MACHINE LEARNING MODEL
Patent №
US 11,636,280
Granted
2023-04-25
Filed 2021
Owner
INTERNATIONAL BUSINESS MACHINES CORPORATION
Lab
AI components
4
ml · planning · evo · hardware
Assignment
Recorded
Dataset
AIPD
2023_r1 edition
Application
17159710
Systems, computer-implemented methods, and computer program products to facilitate updating, such as averaging and/or training, of one or more statistical sets are provided. According to an embodiment, a system can comprise a memory that stores computer executable components and a processor that executes the computer executable components stored in the memory. The computer executable components can include a computing component that averages a statistical set, provided by the system, with an additional statistical set, that is compatible with the statistical set, to compute an averaged statistical set, where the additional statistical set is obtained from a selected additional system of a plurality of additional systems. The computer executable components also can include a selecting component that selects the selected additional system according to a randomization pattern.
AI classification
Ownership
INTERNATIONAL BUSINESS MACHINES CORPORATION
assignment · 550490839
Assignors
CUI, XIAODONG, ZHANG, WEI, LIU, MINGRUI, KAYI, ABDULLAH, MROUEH, YOUSSEF, BUYUKTOSUNOGLU, ALPER
On an employer assignment, the assignors are typically the inventors.