No description, website, or topics provided.
Switch branches/tags
Nothing to show
Clone or download
Fetching latest commit…
Cannot retrieve the latest commit at this time.
Permalink
Failed to load latest commit information.
MovieLens
NNLS-0
Neurosynth
PROPACK
cofirank
exploratory
pav
results
rmc_AM
utils
.gitignore
README.md
movielens.m
neurosynth.m
rmc_fixed_margin.m
smc.m

README.md

Monotone Retargeted Preference Completion

Contact: Suriya Gunasekar (suriya@ttic.edu)

This is a reference implementation of the algorithm described in the paper:

Suriya Gunasekar, Oluwasanmi Koyejo, and Joydeep Ghosh, "Preference Completion from Partial Rankings" NIPS 2016.

It is being made available without any guarantees for non-commercial research use only. If you find this code useful in your research, please consider citing the paper.


smc.m: function implementing standard matrix completion rmc_fixed_margin.m: function implementing the proposed monorone retargetted preference completion algorithm.

movienlens.m and neurosynth.m scripts to run smc and rmc on movielens and neurosynth datasets (Warning: has some hardcoded numbers and paths)

Movielens/: Folder with scripts to process data and results of Movielens dataset Neurosynth/: Folder with scripts to process data and results of Neurosynth dataset