BriefGPT.xyz
May, 2019
联合结构和超参数优化的表格基准测试
Tabular Benchmarks for Joint Architecture and Hyperparameter Optimization
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Aaron Klein, Frank Hutter
TL;DR
为了更好地评估超参数优化方法，本文提供了一组便宜但仍然代表现实用例的基准测试，并在基准测试上对超参数优化方法进行了广泛的性能和鲁棒性比较。
Abstract
Due to the high computational demands executing a rigorous comparison between
hyperparameter optimization
(HPO) methods is often cumbersome. The goal of this paper is to facilitate a better empirical evaluation of HPO methods by providing
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