Side Information infused Incremental Tensor Analysis
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Auxiliary_files First Commit Feb 21, 2018
datasets First Commit Feb 21, 2018
libs/tensor_toolbox_2.5 First Commit Feb 21, 2018
proposed Streaming Code Updated Mar 3, 2018
README.md Update README.md Aug 7, 2018
run_me_first.m First Commit Feb 21, 2018
test_YELP.m Updated Codes Mar 2, 2018

README.md

SIITA

Code Title: " Side Information infused Incremental Analysis"

(c) 2017-2018 Madhav Nimishakavi madhav@iisc.ac.in, Bamdev Mishra bamdevm@gmail.com, Manish Gupta manishg.iitb@gmail.com and Partha Talukdar ppt@iisc.ac.in.

This package contains a MATLAB implementation of the algorithm presented in the report "Inductive Framework for Multi-Aspect Streaming Tensor Completion with Side Information" by Madhav Nimishakavi, Bamdev Mishra, Manish Gupta and Partha Talukdar; technical report arXiv preprint: 1802.06371, 2018.

For queries and other related issues, please contact Madhav Nimishakavi madhav@iisc.ac.in.

Installation:

  1. Run run_me_first.m (needed every session).
  2. Run test_YELP.m.

The proposed files are under the folder 'proposed'.