We present a concise survey of matrix completion methods and associated implementations of several fundamental algorithms. Our study covers both passive and adaptive strategies. We further illustrate the behavior of a simple adaptive sampling scheme through controlled synthetic experiments.

翻译：本文对矩阵补全方法及相关基础算法的实现进行了简明综述。研究涵盖了被动与自适应两种策略，并通过受控合成实验进一步阐释了一种简单自适应采样方案的行为特征。