Matrix Completion Survey: Theory, Algorithms, and Empirical Evaluation
Abstract
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.
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