The proposed Radial Neighborhood Estimator uses SVD-based distance estimation with a variance correction and kernel smoothing over radial neighbors, but the consistency theorems are not supported by the supplied proofs.
Thy friend is my friend: Iterative collaborative filtering for sparse matrix estimation
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Radial Neighborhood Smoothing Recommender System
The proposed Radial Neighborhood Estimator uses SVD-based distance estimation with a variance correction and kernel smoothing over radial neighbors, but the consistency theorems are not supported by the supplied proofs.