Iterative Collaborative Filtering for Sparse Matrix Estimation

<jats:p> Matrix estimation or completion has served as a canonical mathematical model for recommendation systems. More recently, it has emerged as a fundamental building block for data analysis as a first step to denoise the observations and predict missing values. Since the dawn of e-commerce...

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Bibliographic Details
Main Authors: Borgs, Christian, Chayes, Jennifer T, Shah, Devavrat, Yu, Christina Lee
Other Authors: Massachusetts Institute of Technology. Institute for Data, Systems, and Society
Format: Article
Language:English
Published: Institute for Operations Research and the Management Sciences (INFORMS) 2022
Online Access:https://hdl.handle.net/1721.1/143872