Blind regression: Nonparametric regression for latent variable models via collaborative filtering

© 2016 NIPS Foundation - All Rights Reserved. We introduce the framework of blind regression motivated by matrix completion for recommendation systems: given m users, n movies, and a subset of user-movie ratings, the goal is to predict the unobserved user-movie ratings given the data, i.e., to compl...

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Bibliographic Details
Main Authors: Shah, Devavrat, Song, Dogyoon, Lee, Christina E., Li, Yihua
Other Authors: Massachusetts Institute of Technology. Laboratory for Information and Decision Systems
Format: Article
Language:English
Published: 2021
Online Access:https://hdl.handle.net/1721.1/137181