tinyML On Device Learning Forum – Joseph Soriaga: Enabling on-device learning at scale

Enabling on-device learning at scale
Joseph SORIAGA, Sr. Director of Technology, Qualcomm

The need for intelligent, personalized experiences powered by AI is ever-growing. Our devices are producing more and more data that could help improve our AI experiences. How do we learn and efficiently process all this data from edge devices while maintaining privacy? On-device learning rather than cloud training can address these challenges. In this webinar, we’ll discuss:

– Why on-device learning is crucial for providing intelligent, personalized experiences without sacrificing privacy
– Our latest research in on-device learning, including few-shot learning, continuous learning, and federated learning
– How we are solving system and feasibility challenges to move from research to commercialization

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