EP 4327251 A1 20240228 - REPORTING FOR MACHINE LEARNING MODEL UPDATES
Title (en)
REPORTING FOR MACHINE LEARNING MODEL UPDATES
Title (de)
BERICHTERSTATTUNG FÜR MASCHINENLERNMODELLAKTUALISIERUNGEN
Title (fr)
RAPPORT CONCERNANT DES MISES À JOUR DE MODÈLE D'APPRENTISSAGE AUTOMATIQUE
Publication
Application
Priority
- US 202163177180 P 20210420
- US 202217694467 A 20220314
- US 2022020355 W 20220315
Abstract (en)
[origin: WO2022225627A1] A receiver receives, from a transmitter, a reference neural network. The receiver trains the reference neural network to obtain updated neural network parameters for the reference neural network. The receiver reports to the transmitter in response to a trigger, a difference between the updated neural network parameters and previous neural network parameters for the reference neural network. The trigger may be based on a loss function, a magnitude of the difference between the updated neural network parameters and the previous neural network parameters, and/or a difference between performance of the reference neural network with the updated neural network parameters and performance of the reference neural network with the previous neural network parameters.
IPC 8 full level
G06N 3/08 (2023.01); G06N 3/04 (2023.01); H04L 67/00 (2022.01)
CPC (source: EP KR)
G06N 3/045 (2023.01 - EP); G06N 3/0464 (2023.01 - KR); G06N 3/084 (2013.01 - EP); H04L 41/082 (2013.01 - KR); H04L 41/16 (2013.01 - KR); H04L 43/065 (2013.01 - KR); H04W 4/70 (2018.02 - EP); H04W 24/02 (2013.01 - KR); G06N 3/044 (2023.01 - EP); G06N 3/088 (2013.01 - EP); G06N 7/01 (2023.01 - EP)
Designated contracting state (EPC)
AL AT BE BG CH CY CZ DE DK EE ES FI FR GB GR HR HU IE IS IT LI LT LU LV MC MK MT NL NO PL PT RO RS SE SI SK SM TR
Designated extension state (EPC)
BA ME
Designated validation state (EPC)
KH MA MD TN
DOCDB simple family (publication)
WO 2022225627 A1 20221027; BR 112023019673 A2 20231031; EP 4327251 A1 20240228; KR 20230173664 A 20231227
DOCDB simple family (application)
US 2022020355 W 20220315; BR 112023019673 A 20220315; EP 22715237 A 20220315; KR 20237035182 A 20220315