Variance Matters: Improving Domain Adaptation via Stratified Sampling

Andrea Napoli, Paul White

Domain shift remains a key challenge in deploying machine learning models to the real world. Unsupervised domain adaptation (UDA) aims to address this by minimising domain discrepa…