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

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.

Machine learningPlanningEvolutionary computationAI hardwareG06F 18/214G06F 15/17375G06F 18/285G06N 3/0442G06N 3/0464G06N 3/08G06N 3/09G06N 3/098+2 more

AI classification

Evolutionary computation1.00
Machine learning1.00
Planning0.98
AI hardware0.89
Knowledge representation0.25
Vision0.20
Natural language0.00
Speech0.00

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.

From the same owner

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