GAN-based Data Augmentation and Intelligent Fitting for Small-sample Regression: A Comprehensive Review
Chongyuan Jiao · Journal of Engineering Research and Reports · 2026
The challenge of developing accurate regression models from limited data samples remains one of the most persistent obstacles in contemporary machine learning research and industrial applications. Small-sample regression problems arise across diverse domains, including materials...
Open access
Research Article
10.9734/jerr/2026/v28i41863