410 citations · 713 across the 33 of their papers we have counts for
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cs.IT2015
Multilinear Subspace Clustering
Eric Kernfeld, Nathan Majumder, Shuchin Aeron +1
In this paper we present a new model and an algorithm for unsupervised clustering of 2-D data such as images. We assume that the data comes from a union of multilinear subspaces (U…
cs.IT2013★ 12 cited
Novel Factorization Strategies for Higher Order Tensors: Implications for Compression and Recovery of Multi-linear Data
Zemin Zhang, Gregory Ely, Shuchin Aeron +2
In this paper we propose novel methods for compression and recovery of multilinear data under limited sampling. We exploit the recently proposed tensor- Singular Value Decompositio…