BCS_upload.zip

BCS framework for Collaborative Filtering
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Updated 26 Sep 2014

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This is a demo code to illustrate application of blind compressive sensing framework to recommender system design (to predict users choice for items).
The data set to run the same (taken from movielens dataset) is available at
https://dl.dropboxusercontent.com/u/35968986/Data.zip
We solve a problem of the form
minimize_U,V ||Y-A(UV)||_F+LAMBDA||U||_F+ETA||V||_1

where, U is user's latent factor matrix and V belongs to items.

Cite As

Anuprriya Gogna (2024). BCS_upload.zip (https://www.mathworks.com/matlabcentral/fileexchange/47926-bcs_upload-zip), MATLAB Central File Exchange. Retrieved .

MATLAB Release Compatibility
Created with R2013b
Compatible with any release
Platform Compatibility
Windows macOS Linux

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Version Published Release Notes
1.1.0.0

Summary of work is updated

1.0.0.0