27 citations · 38 across the 5 of their papers we have counts for
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3 papers · 1 filter
cs.LG2017
Topic Compositional Neural Language Model
Wenlin Wang, Zhe Gan, Wenqi Wang +5
We propose a Topic Compositional Neural Language Model (TCNLM), a novel method designed to simultaneously capture both the global semantic meaning and the local word ordering struc…
cs.LG2017
Tensor Train Neighborhood Preserving Embedding
Wenqi Wang, Vaneet Aggarwal, Shuchin Aeron
In this paper, we propose a Tensor Train Neighborhood Preserving Embedding (TTNPE) to embed multi-dimensional tensor data into low dimensional tensor subspace. Novel approaches to…
cs.LG2017★ 4 cited
Efficient Low Rank Tensor Ring Completion
Wenqi Wang, Vaneet Aggarwal, Shuchin Aeron
Using the matrix product state (MPS) representation of the recently proposed tensor ring decompositions, in this paper we propose a tensor completion algorithm, which is an alterna…