855 citations · 2.1k across the 21 of their papers we have counts for
Showing 2016 · cs.LGShow all
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cs.LG2016★ 27 cited
Learning from Multiway Data: Simple and Efficient Tensor Regression
Rose Yu, Yan Liu
Tensor regression has shown to be advantageous in learning tasks with multi-directional relatedness. Given massive multiway data, traditional methods are often too slow to operate…
cs.LG2016★ 231 cited
Recurrent Neural Networks for Multivariate Time Series with Missing Values
Zhengping Che, Sanjay Purushotham, Kyunghyun Cho +2
Multivariate time series data in practical applications, such as health care, geoscience, and biology, are characterized by a variety of missing values. In time series prediction a…