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README

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Recommender Systems Papers using Autoencoders

Autoencoders & Denoising Autoencoders

AutoRec- Autoencoders Meet Collaborative Filtering (WWW'15), Suvash Sedhain, Aditya Krishna Menon, et al. [pdf]
Hybrid Collaborative Filtering with Autoencoders (arXiv'16), F Strub, J Mary, R Gaudel. [pdf]
Training Deep AutoEncoders for Collaborative Filtering (arXiv'17), Oleksii Kuchaiev, Boris Ginsburg. [pdf]
Collaborative Denoising Auto-Encoders for Top-N Recommender Systems (WSDM'16), Yao Wu, et al. [pdf]

Variational Autoencoders

Collaborative Variational Autoencoder for Recommender Systems (KDD'17), Xiaopeng Li, James She. [pdf]
Augmented Variational Autoencoders for Collaborative Filtering with Auxiliary Information(CIKM'17), Wonsung Lee, et al. [pdf]
Variational Autoencoders for Collaborative Filtering (WWW'18), Dawen Liang, et al. [pdf]