7 citations · 19 across the 14 of their papers we have counts for
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cs.IT2020
Information-theoretic limits of a multiview low-rank symmetric spiked matrix model
Jean Barbier, Galen Reeves
We consider a generalization of an important class of high-dimensional inference problems, namely spiked symmetric matrix models, often used as probabilistic models for principal c…
cs.IT2020
Information-Theoretic Limits for the Matrix Tensor Product
Galen Reeves
This paper studies a high-dimensional inference problem involving the matrix tensor product of random matrices. This problem generalizes a number of contemporary data science probl…