Tradeoff of generalization error in unsupervised learning

Gilhan Kim, Hojun Lee, Junghyo Jo +1

Finding the optimal model complexity that minimizes the generalization error (GE) is a key issue of machine learning. For the conventional supervised learning, this task typically…