Aditya Annavajjala

SuperFedNAS: Cost-Efficient Federated Neural Architecture Search for On-Device Inference

"Neural Architecture Search (NAS) for Federated Learning (FL) is an emerging field. It automates the design and training of Deep Neural Networks (DNNs) when data cannot be centralized due to privacy, communication costs, or regulatory restrictions. Recent federated NAS methods not only reduce manual…