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18724325. SYSTEMS AND METHODS FOR INTER-NODE VERIFICATION OF AIML MODELS (Telefonaktiebolaget LM Ericsson (publ))

From WikiPatents

SYSTEMS AND METHODS FOR INTER-NODE VERIFICATION OF AIML MODELS

Organization Name

Telefonaktiebolaget LM Ericsson (publ)

Inventor(s)

Pablo Soldati of Solna (SE)

Philipp Bruhn of Aachen (DE)

Luca Lunardi of Genova (IT)

Angelo Centonza of Granada (ES)

[[:Category:Henrik Ryd�n of Stockholm (SE)|Henrik Ryd�n of Stockholm (SE)]][[Category:Henrik Ryd�n of Stockholm (SE)]]

German Bassi of Årsta (SE)

SYSTEMS AND METHODS FOR INTER-NODE VERIFICATION OF AIML MODELS

This abstract first appeared for US patent application 18724325 titled 'SYSTEMS AND METHODS FOR INTER-NODE VERIFICATION OF AIML MODELS

Original Abstract Submitted

Systems and methods for inter-node verification of models are disclosed. Some embodiments of the present disclosure propose a method for a first network node to provide a model to a second network node together with configurations/instructions/semantics information for verifying (e.g., testing and/or validating) the model. In some embodiments, the model is an Artificial Intelligence (AI) and/or Machine Learning (ML) model. This may enable a first network node, responsible for training an AIML model and providing it to a second network node, to specify whether, when, and how the model can, should, or must be verified by the second network node prior to using the model. This allows the first network node to ensure that the model, for which it is responsible, is correctly set up, applied, or installed by the second network node and works as expected before the second network uses the model, for instance, for inference.

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