Diversity Boosted Learning for Domain Generalization with Large Number of Domains

Xi Leng, Xiaoying Tang, Yatao Bian

Machine learning algorithms minimizing the average training loss usually suffer from poor generalization performance due to the greedy exploitation of correlations among the traini…