Ziliang Samuel Zhong

Bridging Domains with Approximately Shared Features

Machine learning models can suffer from performance degradation when applied to new tasks due to distribution shifts. Feature representation learning offers a robust solution to this issue. However, a fundamental challenge remains in devising the optimal strategy for feature selection. Existing lite…