Provable Inductive Matrix Completion

4 June 2013

Inderjit S. Dhillon

Papers citing "Provable Inductive Matrix Completion"

21 / 21 papers shown

Title
Private Matrix Factorization with Public Item Features Mihaela Curmei Walid Krichene Li Zhang Mukund Sundararajan 37 3 0 17 Sep 2023
Item Graph Convolution Collaborative Filtering for Inductive Recommendations Edoardo DÁmico Khalil Muhammad E. Tragos Barry Smyth N. Hurley A. Lawlor GNN 32 6 0 28 Mar 2023
Generalization Bounds for Inductive Matrix Completion in Low-noise Settings Antoine Ledent Rodrigo Alves Yunwen Lei Y. Guermeur Marius Kloft 23 3 0 16 Dec 2022
Variational Bayesian inference for CP tensor completion with side information S. Budzinskiy N. Zamarashkin 16 1 0 24 Jun 2022
Inductive Matrix Completion: No Bad Local Minima and a Fast Algorithm Pini Zilber B. Nadler 26 8 0 31 Jan 2022
Nonparametric Matrix Estimation with One-Sided Covariates Chao Yu 26 3 0 26 Oct 2021
Tensor train completion: local recovery guarantees via Riemannian optimization S. Budzinskiy N. Zamarashkin 55 14 0 08 Oct 2021
Inductive Matrix Completion Using Graph Autoencoder Wei Shen Chuheng Zhang Yunkun Tian Liang Zeng Xiaonan He Wanchun Dou Xiaolong Xu 11 24 0 25 Aug 2021
GNMR: A provable one-line algorithm for low rank matrix recovery Pini Zilber B. Nadler 48 14 0 24 Jun 2021
Generating Artificial Core Users for Interpretable Condensed Data Amy Nesky Q. Stout 27 0 0 06 Feb 2021
Rich-Item Recommendations for Rich-Users: Exploiting Dynamic and Static Side Information A. Budhiraja G. Hiranandani Darshak Chhatbar Aditya Sinha Navya Yarrabelly Ayush Choure Oluwasanmi Koyejo Prateek Jain 33 4 0 28 Jan 2020
Generalization error bounds for kernel matrix completion and extrapolation Pere Giménez-Febrer A. Pagés-Zamora G. Giannakis 19 8 0 20 Jun 2019
Interpretable Matrix Completion: A Discrete Optimization Approach Dimitris Bertsimas M. Li 16 7 0 17 Dec 2018
Provably convergent acceleration in factored gradient descent with applications in matrix sensing Tayo Ajayi David Mildebrath Anastasios Kyrillidis Shashanka Ubaru Georgios Kollias K. Bouchard 18 1 0 01 Jun 2018
Sparse Group Inductive Matrix Completion Ivan Nazarov B. Shirokikh M. Burkina G. Fedonin Maxim Panov 20 10 0 27 Apr 2018
Fast and Sample Efficient Inductive Matrix Completion via Multi-Phase Procrustes Flow Xiao Zhang S. Du Quanquan Gu 26 24 0 03 Mar 2018
Inductive Framework for Multi-Aspect Streaming Tensor Completion with Side Information M. Nimishakavi Bamdev Mishra Manish Gupta Partha P. Talukdar 24 22 0 18 Feb 2018
CayleyNets: Graph Convolutional Neural Networks with Complex Rational Spectral Filters Ron Levie Federico Monti Xavier Bresson M. Bronstein GNN 44 657 0 22 May 2017
Matrix Completion via Factorizing Polynomials Vatsal Shah Nikhil S. Rao Weicong Ding 15 8 0 04 May 2017
A Non-convex One-Pass Framework for Generalized Factorization Machine and Rank-One Matrix Sensing Ming Lin Jieping Ye 37 21 0 21 Aug 2016
PU Learning for Matrix Completion Cho-Jui Hsieh Nagarajan Natarajan Inderjit S. Dhillon 37 153 0 22 Nov 2014