Thy Friend is My Friend: Iterative Collaborative Filtering for Sparse Matrix Estimation

Abstract

The sparse matrix estimation problem consists of estimating the distribution of an n× n matrix Y , from a sparsely observed single instance of this matrix where the entries of Y are independent random variables. This captures a wide array of problems; special instances include matrix completion in the context of recommendation systems, graphon estimation… (More)

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