Matrix Decomposition on Graphs: A Functional View

5 February 2021

Papers citing "Matrix Decomposition on Graphs: A Functional View"

13 / 13 papers shown

Title
Implicit Regularization in Deep Matrix Factorization Sanjeev Arora Nadav Cohen Wei Hu Yuping Luo AI4CE 76 503 0 31 May 2019
Generating Classification Weights with GNN Denoising Autoencoders for Few-Shot Learning Spyros Gidaris N. Komodakis 72 231 0 03 May 2019
Zero-shot Recognition via Semantic Embeddings and Knowledge Graphs Xinyu Wang Yufei Ye Abhinav Gupta 147 589 0 21 Mar 2018
Graph Convolutional Matrix Completion Rianne van den Berg Thomas Kipf Max Welling GNN 110 1,257 0 07 Jun 2017
Geometric Matrix Completion with Recurrent Multi-Graph Neural Networks Federico Monti M. Bronstein Xavier Bresson GNN 175 522 0 22 Apr 2017
Fast Robust PCA on Graphs N. Shahid Nathanael Perraudin Vassilis Kalofolias Gilles Puy P. Vandergheynst 66 109 0 29 Jul 2015
Robust Principal Component Analysis on Graphs N. Shahid Vassilis Kalofolias Xavier Bresson M. Bronstein P. Vandergheynst 60 116 0 23 Apr 2015
Matrix completion by singular value thresholding: sharp bounds Olga Klopp 134 41 0 31 Jan 2015
Matrix Completion on Graphs Vassilis Kalofolias Xavier Bresson M. Bronstein P. Vandergheynst 97 172 0 07 Aug 2014
Matrix estimation by Universal Singular Value Thresholding S. Chatterjee 419 527 0 06 Dec 2012
Sparse Subspace Clustering: Algorithm, Theory, and Applications Ehsan Elhamifar René Vidal 104 2,332 0 05 Mar 2012
Rank penalized estimators for high-dimensional matrices Olga Klopp 82 50 0 07 Apr 2011
Nuclear norm penalization and optimal rates for noisy low rank matrix completion V. Koltchinskii Alexandre B. Tsybakov Karim Lounici 220 663 0 29 Nov 2010