Jing-Xuan Li

A Comprehensive Survey of Missing Data-Handling Methods from a Machine Learning Perspective

With the advent of the big data era, data becomes increasingly important, especially for many machine learning tasks where data quality is vital. However, missing data is inevitable in many real-world applications, making its handling a challenging problem. Although some reviews exist, they either treat it as a statist...