133 citations · 683 across the 44 of their papers we have counts for
11 papers · 1 filter
Multiview Sensing With Unknown Permutations: An Optimal Transport Approach
Yanting Ma, Petros T. Boufounos, Hassan Mansour +1
In several applications, including imaging of deformable objects while in motion, simultaneous localization and mapping, and unlabeled sensing, we encounter the problem of recoveri…
On Deterministic Conditions for Subspace Clustering under Missing Data
Wenqi Wang, Shuchin Aeron, Vaneet Aggarwal
In this paper we present deterministic conditions for success of sparse subspace clustering (SSC) under missing data, when data is assumed to come from a Union of Subspaces (UoS) m…
On deterministic conditions for subspace clustering under missing data
Wenqi Wang, Shuchin Aeron, Vaneet Aggarwal
In this paper we present deterministic analysis of sufficient conditions for sparse subspace clustering under missing data, when data is assumed to come from a Union of Subspaces (…
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…