论文标题
松鼠:开关超参数优化器
Squirrel: A Switching Hyperparameter Optimizer
论文作者
论文摘要
在此简短说明中,我们描述了我们对2020年神经BBO挑战的提交。由于不同的优化器在不同的问题上运作良好的事实,我们的方法在不同的优化器之间切换。由于比赛排行榜上的团队名称是随机生成的“谓语昵称”,由形容词和具有相同首字母的动物组成,因此我们称我们的方法为Switching Squirrel,或者在这里简称Squirrel。
In this short note, we describe our submission to the NeurIPS 2020 BBO challenge. Motivated by the fact that different optimizers work well on different problems, our approach switches between different optimizers. Since the team names on the competition's leaderboard were randomly generated "alliteration nicknames", consisting of an adjective and an animal with the same initial letter, we called our approach the Switching Squirrel, or here, short, Squirrel.