NeurIPS 2020

Bridging the Gap between Sample-based and One-shot Neural Architecture Search with BONAS

Meta Review

Overall, the reviewers found the key ideas in the paper novel and well-motivated. I support the reviewers’ request for ablation studies to better disentangle the relative contribution of different components and the impact of different hyperparameters. Finally, please include standard deviations in table 2. They are readily available for the methods you are comparing against and the differences between methods are sufficiently small that it would be good to have an idea of variation across seeds.