This repository contains Python implementations of several state-or-art recommender system algorithms.
Including MR algorithm: Katz-Samuels J, Scott C. "Nonparametric Preference Completion". In Proceedings of The 22nd International Conference on Artificial Intelligence and Statistics (AISTATS), 2018
LA algorithm: Song D, Lee C E, Li Y, et al. "Blind regression: Nonparametric regression for latent variable models via collaborative filtering". Advances in Neural Information Processing Systems (NIPS). 2016
RMC algorithm: Gunasekar S, Koyejo O O, Ghosh J. "Preference Completion from Partial Rankings". Advances in Neural Information Processing Systems (NIPS). 2016
And our purposing algorithm NEW, being conducted.