Machine Learning Insights

Simple synthetic models can effectively capture complex phenomena when combined with real data, demonstrating the importance of understanding domain-specific challenges. Close collaboration between machine learning and domain experts is crucial, as off-the-shelf tools often fall short without tailored approaches to data augmentation and sample efficiency.