Chapter 1 Introduction.- Chapter 2 Fast computational recovery of missing features for large-scale biological data.- Chapter 3 Computational recovery of information from low-quality and missing labels.- Chapter 4 Computational recovery of sample missings.- Chapter 5 Summary and outlook.

Feng Bao currently is a Postdoctoral Scholar at University of California, San Francisco. He received the Ph.D. degree in control science and engineering from Department of Automation, Tsinghua University, Beijing, China, in 2019. His research interest covers machine learning, computational biology, cell profiling technologies.