Abstract: In this paper we study the R-way Parallel Factor Analysis (also referred to as R-way PARAFAC) problem. This branch of multi-way signal processing has received increased attention recently ...
Daniel Liberto is a journalist with over 10 years of experience working with publications such as the Financial Times, The Independent, and Investors Chronicle. Lea Uradu, J.D., is a Maryland state ...
Uncorrelated Multilinear Principal Component Analysis for Unsupervised Multilinear Subspace Learning
Abstract: This paper proposes an uncorrelated multilinear principal component analysis (UMPCA) algorithm for unsupervised subspace learning of tensorial data. It should be viewed as a multilinear ...
Super-resolution light microscopy methods either localize single molecular labels or treat the sample as a continuous object. The fundamental requirements for super-resolution in the continuum regime ...
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