58 citations · 206 across the 36 of their papers we have counts for
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cs.LG2021
Covariance-Generalized Matching Component Analysis for Data Fusion and Transfer Learning
Nick Lorenzo, Sean O'Rourke, Theresa Scarnati
In order to encode additional statistical information in data fusion and transfer learning applications, we introduce a generalized covariance constraint for the matching component…
math.PR2021
Sums of random polynomials with differing degrees
Isabelle Kraus, Marcus Michelen, Sean O'Rourke
Let and be probability measures in the complex plane, and let and be independent random polynomials of degree , whose roots are chosen independently from and…
math.PR2021
Quantitative results for banded Toeplitz matrices subject to random and deterministic perturbations
Sean O'Rourke, Philip Matchett Wood
We consider the eigenvalues of a fixed, non-normal matrix subject to a small additive perturbation. In particular, we consider the case when the fixed matrix is a banded Toeplitz m…