Mark Sellke

Iterative Feature Matching: Toward Provable Domain Generalization with Logarithmic Environments

2021 · arXiv (Cornell University)

Domain generalization aims at performing well on unseen test environments with data from a limited number of training environments. Despite a proliferation of proposal algorithms for this task, assessing their performance both theoretically and empirically …