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Combining Multi-Objective Bayesian Optimization with Reinforcement Learning for TinyML

Deutel, Mark et al.
arXiv (All) · Papers
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Deploying deep neural networks (DNNs) on microcontrollers (TinyML) is a common trend to process the increasing amount of sensor data generated at the edge, but in practice, resource and latency constraints make it difficult to find optimal DNN candidates. Neural architecture search (NAS) is an excel
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