Robust Matrix Completion from Quantized Observations

Jie Shen, Pranjal Awasthi, Ping Li

Abstract: 1-bit matrix completion refers to the problem of recovering a real-valued low-rank matrix from a small fraction of its sign patterns. In many real-world applications, however, the observations are ...