Topic:
How Domain Adaptation Works

Keywords:
Domain adaptation
Transfer learning
Learning theory
Sample-selection bias

Reference:
S. Ben-David, J. Blitzer, K. Crammer, A. Kulesza, F. Pereira & J. W. Vaughan, "A theory of learning from different domains," Machine Learning, vol. 79, pp. 151-175, 2010, doi:10.1007/s10994-009-5152-4
M. Salzmann, "Domain Adaptation for Visual Applications Tutorial Part 1: Basic Concepts and Traditional Methods," 2020 European Conference on Computer Vision Tutorial, 2020