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Feb, 2022
通过终身实验数据库(LDE)实现实验重现性和元学习
Enabling Reproducibility and Meta-learning Through a Lifelong Database of Experiments (LDE)
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Jason Tsay, Andrea Bartezzaghi, Aleke Nolte, Cristiano Malossi
TL;DR
我们提出了一个长期实验数据库(LDE),可以自动提取和存储实验相关的元数据,并提供重新生成这些元数据的功能,还可以进行元学习。LDE具有标准化的存储方式,利于查询和聚合数据,并提高元学习的性能表现。
Abstract
artificial intelligence
(AI) development is inherently iterative and experimental. Over the course of normal development, especially with the advent of
automated ai
, hundreds or thousands of experiments are gener
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