TinyMetaFed: Efficient Federated Meta-Learning for TinyML
2023 ECML PKDD workshop track: Simplification, Compression, Efficiency, and Frugality for Artificial Intelligence (SCEFA) , Torino, Italy
The field of Tiny Machine Learning (TinyML) has made substantial advancements in democratizing machine learning on lowfootprint devices, such as microcontrollers. The prevalence of these miniature devices raises the question of whether aggregating their knowledge can benefit TinyML applications.…