28 citations · 112 across the 12 of their papers we have counts for
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stat.ME2023★ 2 cited
Statistical and computational rates in high rank tensor estimation
Chanwoo Lee, Miaoyan Wang
Higher-order tensor datasets arise commonly in recommendation systems, neuroimaging, and social networks. Here we develop probable methods for estimating a possibly high rank signa…
stat.ME2020★ 9 cited
Exact Clustering in Tensor Block Model: Statistical Optimality and Computational Limit
Rungang Han, Yuetian Luo, Miaoyan Wang +1
High-order clustering aims to identify heterogeneous substructures in multiway datasets that arise commonly in neuroimaging, genomics, social network studies, etc. The non-convex a…
stat.ME2019★ 9 cited
Supervised tensor decomposition with features on multiple modes
Jiaxin Hu, Chanwoo Lee, Miaoyan Wang
Higher-order tensors have received increased attention across science and engineering. While most tensor decomposition methods are developed for a single tensor observation, scient…