29 citations · 29 across the 1 of their papers we have counts for
3 papers
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.IT2015
Group-Invariant Subspace Clustering
Shuchin Aeron, Eric Kernfeld
In this paper we consider the problem of group invariant subspace clustering where the data is assumed to come from a union of group-invariant subspaces of a vector space, i.e. sub…
cs.LG2014★ 29 cited
Clustering multi-way data: a novel algebraic approach
Eric Kernfeld, Shuchin Aeron, Misha Kilmer
In this paper, we develop a method for unsupervised clustering of two-way (matrix) data by combining two recent innovations from different fields: the Sparse Subspace Clustering (S…