Shen Yan

NAS-Bench-x11 and the power of learning curves

2021 · FreiDok plus (Universitätsbibliothek Freiburg)

While early research in neural architecture search (NAS) required extreme computational resources, the recent releases of tabular and surrogate benchmarks have greatly increased the speed and reproducibility of NAS research. However, two of the most …