Xiaoou Ding

DMCO: Budget-Aware Co-Optimization of Data Cleaning and AutoML

Data cleaning and automated machine learning (AutoML) are both crucial for reliable learning systems, yet are commonly treated as independent or sequential stages. This separation ignores their strong interaction and leads to inefficient use of limited computational budgets. We propose DMCO, a unifi…