Solving graph compression via optimal transport

29 May 2019

Papers citing "Solving graph compression via optimal transport"

21 / 21 papers shown

Title
How Powerful are Graph Neural Networks? Keyulu Xu Weihua Hu J. Leskovec Stefanie Jegelka GNN 261 7,710 0 01 Oct 2018
Optimal Transport for Multi-source Domain Adaptation under Target Shift I. Redko Nicolas Courty Rémi Flamary D. Tuia OOD 38 142 0 13 Mar 2018
Learning SMaLL Predictors Vikas Garg O. Dekel Lin Xiao 76 3 0 06 Mar 2018
Spectrally approximating large graphs with smaller graphs Andreas Loukas P. Vandergheynst 68 106 0 21 Feb 2018
Structured Optimal Transport David Alvarez-Melis Tommi Jaakkola Stefanie Jegelka OT 59 71 0 17 Dec 2017
Large-Scale Optimal Transport and Mapping Estimation Vivien Seguy B. Damodaran Rémi Flamary Nicolas Courty Antoine Rolet Mathieu Blondel OT 77 249 0 07 Nov 2017
Joint Distribution Optimal Transportation for Domain Adaptation Nicolas Courty Rémi Flamary Amaury Habrard A. Rakotomamonjy OT OOD 88 569 0 24 May 2017
Dynamic Edge-Conditioned Filters in Convolutional Neural Networks on Graphs M. Simonovsky N. Komodakis GNN 219 1,232 0 10 Apr 2017
Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering M. Defferrard Xavier Bresson P. Vandergheynst GNN 371 7,680 0 30 Jun 2016
Stochastic Optimization for Large-scale Optimal Transport Aude Genevay Marco Cuturi Gabriel Peyré Francis R. Bach OT 85 469 0 27 May 2016
The Multiscale Laplacian Graph Kernel Risi Kondor Horace Pan 85 176 0 20 Mar 2016
Learning with a Wasserstein Loss Charlie Frogner Chiyuan Zhang H. Mobahi Mauricio Araya-Polo T. Poggio 79 602 0 17 Jun 2015
Propagation Kernels Marion Neumann Roman Garnett Christian Bauckhage Kristian Kersting 75 263 0 13 Oct 2014
Spectral Networks and Locally Connected Networks on Graphs Joan Bruna Wojciech Zaremba Arthur Szlam Yann LeCun GNN 238 4,884 0 21 Dec 2013
Projection onto the probability simplex: An efficient algorithm with a simple proof, and an application Weiran Wang M. A. Carreira-Perpiñán 91 287 0 06 Sep 2013
Sinkhorn Distances: Lightspeed Computation of Optimal Transportation Distances Marco Cuturi OT 222 4,294 0 04 Jun 2013
Towards Ultrahigh Dimensional Feature Selection for Big Data Mingkui Tan Ivor W. Tsang Li Wang 153 154 0 24 Sep 2012
Subgraph Matching Kernels for Attributed Graphs Nils Kriege Petra Mutzel 73 279 0 27 Jun 2012
Statistical significance in high-dimensional linear models Peter Buhlmann 220 229 0 07 Feb 2012
Information-theoretic limits of selecting binary graphical models in high dimensions N. Santhanam Martin J. Wainwright 149 204 0 16 May 2009
Graph Kernels S.V.N. Vishwanathan Karsten Borgwardt I. Kondor N. Schraudolph 154 1,206 0 01 Jul 2008