Variational Autoencoders for Collaborative Filtering

16 February 2018

Matthew D. Hoffman

Papers citing "Variational Autoencoders for Collaborative Filtering"

20 / 119 papers shown

Title
HotelRec: a Novel Very Large-Scale Hotel Recommendation Dataset Diego Antognini Boi Faltings DML 25 29 0 17 Feb 2020
RecVAE: a New Variational Autoencoder for Top-N Recommendations with Implicit Feedback Ilya Shenbin Anton M. Alekseev E. Tutubalina Valentin Malykh Sergey I. Nikolenko BDL DRL 18 196 0 24 Dec 2019
Multi-Gradient Descent for Multi-Objective Recommender Systems Nikola Milojković Diego Antognini Giancarlo Bergamin Boi Faltings C. Musat 16 45 0 09 Dec 2019
A Troubling Analysis of Reproducibility and Progress in Recommender Systems Research Maurizio Ferrari Dacrema Simone Boglio Paolo Cremonesi Dietmar Jannach 15 196 0 18 Nov 2019
Rate-Regularization and Generalization in VAEs Alican Bozkurt Babak Esmaeili Jean-Baptiste Tristan Dana H. Brooks Jennifer G. Dy Jan-Willem van de Meent DRL 30 7 0 11 Nov 2019
Enhancing VAEs for Collaborative Filtering: Flexible Priors & Gating Mechanisms Daeryong Kim B. Suh 24 50 0 03 Nov 2019
Semi-supervisedly Co-embedding Attributed Networks Zaiqiao Meng Shangsong Liang Jinyuan Fang Teng Xiao GNN DRL 20 26 0 31 Oct 2019
Hierarchical Attentive Knowledge Graph Embedding for Personalized Recommendation Xiao Sha Zhu Sun Jie Zhang 36 63 0 18 Oct 2019
DDTCDR: Deep Dual Transfer Cross Domain Recommendation P. Li Alexander Tuzhilin 16 262 0 11 Oct 2019
On the Equivalence between Positional Node Embeddings and Structural Graph Representations Balasubramaniam Srinivasan Bruno Ribeiro 17 27 0 01 Oct 2019
Learning from Bandit Feedback: An Overview of the State-of-the-art Olivier Jeunen Dmytro Mykhaylov D. Rohde Flavian Vasile Alexandre Gilotte Martin Bompaire OffRL 14 10 0 18 Sep 2019
Adversarial Mahalanobis Distance-based Attentive Song Recommender for Automatic Playlist Continuation Thanh-Binh Tran Renee Sweeney Kyumin Lee 36 32 0 08 Jun 2019
Correlated Variational Auto-Encoders Da Tang Dawen Liang Tony Jebara Nicholas Ruozzi CML GNN 24 21 0 14 May 2019
Sequential Variational Autoencoders for Collaborative Filtering Noveen Sachdeva Giuseppe Manco Ettore Ritacco Vikram Pudi BDL 18 102 0 25 Nov 2018
Matrix Completion With Variational Graph Autoencoders: Application in Hyperlocal Air Quality Inference Carlo Di Domenico Duc Minh Nguyen Evaggelia Tsiligianni Angel Lopez Aguirre M. Savino Frank Pasveer A. Bouras Nikos Deligiannis 8 24 0 05 Nov 2018
NSML: Meet the MLaaS platform with a real-world case study Hanjoo Kim Minkyu Kim Dongjoo Seo Jinwoong Kim Heungseok Park ... KyungHyun Kim Youngil Yang Youngkwan Kim Nako Sung Jung-Woo Ha 20 130 0 08 Oct 2018
Item Recommendation with Variational Autoencoders and Heterogenous Priors Giannis Karamanolakis Kevin Raji Cherian A. Narayan Jie Yuan Da Tang Tony Jebara DRL 16 45 0 17 Jul 2018
A Hybrid Variational Autoencoder for Collaborative Filtering Kilol Gupta M. Raghuprasad Pankhuri Kumar 19 14 0 14 Jul 2018
Structured Disentangled Representations Babak Esmaeili Hao Wu Sarthak Jain Alican Bozkurt N. Siddharth Brooks Paige Dana H. Brooks Jennifer Dy Jan-Willem van de Meent OOD CML BDL DRL 28 165 0 06 Apr 2018
Beyond Greedy Ranking: Slate Optimization via List-CVAE Ray Jiang Sven Gowal Timothy A. Mann Danilo Jimenez Rezende 22 49 0 05 Mar 2018