Landscape of Neural Architecture Search across sensors: how much do they differ ?. (arXiv:2201.06321v2 [cs.LG] UPDATED)

Web: http://arxiv.org/abs/2201.06321

With the rapid rise of neural architecture search, the ability to understand
its complexity from the perspective of a search algorithm is desirable.
Recently, Traor\'e et al. have proposed the framework of Fitness Landscape
Footprint to help describe and compare neural architecture search problems. It
attempts at describing why a search strategy might be successful, struggle or
fail on a target task. Our study leverages this methodology in the context of
searching across sensors, including sensor data fusion. In particular, …

architecture arxiv neural neural architecture search search sensors