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cs.LG2022★ 1 cited
Towards Tailored Models on Private AIoT Devices: Federated Direct Neural Architecture Search
Chunhui Zhang, Xiaoming Yuan, Qianyun Zhang +3
Neural networks often encounter various stringent resource constraints while deploying on edge devices. To tackle these problems with less human efforts, automated machine learning…
cs.LG2020★ 1 cited
FDNAS: Improving Data Privacy and Model Diversity in AutoML
Chunhui Zhang, Yongyuan Liang, Xiaoming Yuan +1
To prevent the leakage of private information while enabling automated machine intelligence, there is an emerging trend to integrate federated learning and Neural Architecture Sear…