2 papers
cs.LG2022
Star-Graph Multimodal Matching Component Analysis for Data Fusion and Transfer Learning
Nick Lorenzo
Previous matching component analysis (MCA) techniques map two data domains to a common domain for further processing in data fusion and transfer learning contexts. In this paper, w…
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…