Accession Number:

AD1081389

Title:

Matching Component Analysis for Transfer Learning (Preprint)

Descriptive Note:

Technical Report,12 Aug 2019,12 Aug 2019

Corporate Author:

The Ohio State University Columbus United States

Report Date:

2019-08-05

Pagination or Media Count:

27.0

Abstract:

We introduce a new Procrustes-type method called matching component analysis to isolate components in data for transfer learning. Our theoretical results describe the sample complexity of this method, and we demonstrate through numerical experiments that our approach is indeed well suited for transfer learning.

Subject Categories:

  • Active and Passive Radar Detection and Equipment
  • Cybernetics

Distribution Statement:

APPROVED FOR PUBLIC RELEASE