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Jun, 2023
RITA:基于组注意力机制的时间序列分析
RITA: Group Attention is All You Need for Timeseries Analytics
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Jiaming Liang, Lei Cao, Samuel Madden, Zachary Ives, Guoliang Li
TL;DR
使用一种称为group attention的注意力机制,结合最新的Transformer模型,提出了一种名为RITA的时间序列分析工具,采用动态的调度器来适应不同的训练过程,并在准确性和速度上显著胜过现有最先进方法。
Abstract
timeseries analytics
is of great importance in many real-world applications. Recently, the
transformer model
, popular in natural language processing, has been leveraged to learn high quality feature embeddings fr
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