Matrix Estimation, Latent Variable Model and Collaborative Filtering

© Devavrat Shah. Estimating a matrix based on partial, noisy observations is prevalent in variety of modern applications with recommendation system being a prototypical example. The non-parametric latent variable model provides canonical representation for such matrix data when the underlying distri...

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Bibliographic Details
Main Author: Shah, Devavrat
Other Authors: Massachusetts Institute of Technology. Department of Electrical Engineering and Computer Science
Format: Article
Language:English
Published: 2021
Online Access:https://hdl.handle.net/1721.1/137821.2