Session Description

Mobile networks need to be resilient and reliable. AI has the promise to optimise network performance, but the black box nature of the ML and DL models creates challenges for operators looking to adopt these techniques due to the difficulty to explain how the model takes a decision and the risk/liability associated when the model fails. In this session we will discuss the shortcoming of interpretability and new approaches that have been tested to audit models and move towards a more Human –AI Hybrid system to mitigate these challenges. 

Topic

AI

Event type

GSMA Seminars

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