COMMUNICATION OF INFORMATION FOR OPTIMIZING DATA SAMPLES FOR MODEL TRAINING

WIPO Patent Application WO/2024/092814

A1

Embodiments of the present disclosure relate to devices, methods, apparatuses and computer readable storage media ML abstract behavior management. A method comprises: at a first device, receiving, from a second device, a first request used for querying effectiveness information of a plurality of data samples used for a model training at the first device; determining effectiveness information of at least one data sample of the plurality of data samples used for the model training, the effectiveness information indicating usefulness of at least one data sample or at least one data feature for a performance of the model training; and transmitting, to the second device, a first report indicating the effectiveness information.

WO/2022/037337	DISTRIBUTED TRAINING METHOD AND APPARATUS FOR MACHINE LEARNING MODEL, AND COMPUTER DEVICE
WO/2015/100997	METHOD FOR INTELLIGENT AGENT TO PROCESS INFORMATION, AND INTELLIGENT AGENT
WO/2021/180491	SYSTEM AND METHOD FOR GENERATING SYNTHETIC DATASETS

GAJIC BORISLAVA (DE)
SUN SHU QIANG (CN)
MWANJE STEPHEN (DE)
PING JING (CN)

PCT/CN2022/130118

May 10, 2024

November 04, 2022

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NOKIA SHANGHAI BELL CO LTD (CN)
NOKIA SOLUTIONS & NETWORKS OY (FI)
NOKIA TECHNOLOGIES OY (FI)

G06N20/00

US20140372346A1	2014-12-18
US20140180738A1	2014-06-26
CN112183758A	2021-01-05
CN109255443A	2019-01-22
CN114298327A	2022-04-08

BEIJING SHIHUI LAW FIRM (CN)

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