133 citations · 683 across the 44 of their papers we have counts for
4 papers · 2 filters
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…
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…
Information-theoretic Bounds on Matrix Completion under Union of Subspaces Model
Vaneet Aggarwal, Shuchin Aeron
In this short note we extend some of the recent results on matrix completion under the assumption that the columns of the matrix can be grouped (clustered) into subspaces (not nece…
Adaptive Sampling of RF Fingerprints for Fine-grained Indoor Localization
Xiao-Yang Liu, Shuchin Aeron, Vaneet Aggarwal +2
Indoor localization is a supporting technology for a broadening range of pervasive wireless applications. One promis- ing approach is to locate users with radio frequency fingerpri…