MUMBAI, India, July 31 -- Intellectual Property India has published a patent application (202644003682 A) filed by Nokia Technologies Oy on January 13, 2026, for Ensure Consistency For Machine Learning Procedure.
Inventors include Dick Carrillo Melgarejo; Keeth Saliya Jayasinghe Laddu; Muhammad Ikram Ashraf; and Afef Feki.
The application for the patent was published on July 24, 2026, under issue no. 30/2026.
Abstract: Abstract ENSURE CONSISTENCY FOR MACHINE LEARNING PROCEDURE Example embodiments of the present disclosure are directed to a solution for ensuring consistency for artificial intelligence (AI)/machine learning (ML) procedure. A method includes receiving, from a second apparatus, first assistance information indicating at least one piece of first assistance data to be used by at least one transmission node; receiving, from the second apparatus, geographical change information of the at least one transmission node; performing, based on the at least one piece of first assistance data, a first machine learning (ML) phase to obtain a dataset and/or a model; and associating the geographical change information with the dataset and/or the model. [FIG. 9]
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