54 citations · 192 across the 14 of their papers we have counts for
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cs.LG2018★ 4 cited
Principal Component Analysis with Tensor Train Subspace
Wenqi Wang, Vaneet Aggarwal, Shuchin Aeron
Tensor train is a hierarchical tensor network structure that helps alleviate the curse of dimensionality by parameterizing large-scale multidimensional data via a set of network of…
cs.LG2018★ 27 cited
Wide Compression: Tensor Ring Nets
Wenqi Wang, Yifan Sun, Brian Eriksson +2
Deep neural networks have demonstrated state-of-the-art performance in a variety of real-world applications. In order to obtain performance gains, these networks have grown larger…