Mini-Batch Learning Strategies for modeling long term temporal dependencies: A study in environmental applications

In many environmental applications, recurrent neural networks (RNNs) are often used to model physical variables with long temporal dependencies. However, due to mini-batch training, temporal relationships between training segments within the batch (intra-batch) as well as between batches (inter-batc...

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Hauptverfasser:	Xu, Shaoming, Khandelwal, Ankush, Li, Xiang, Jia, Xiaowei, Liu, Licheng, Willard, Jared, Ghosh, Rahul, Cutler, Kelly, Steinbach, Michael, Duffy, Christopher, Nieber, John, Kumar, Vipin
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Artificial Intelligence Computer Science - Learning
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