Faster Optimization on Sparse Graphs via Neural Reparametrization

26 May 2022

Papers citing "Faster Optimization on Sparse Graphs via Neural Reparametrization"

6 / 6 papers shown

Title
Intrinsic Dimension, Persistent Homology and Generalization in Neural Networks Tolga Birdal Aaron Lou Leonidas Guibas Umut cSimcsekli 42 61 0 25 Nov 2021
Neural reparameterization improves structural optimization Stephan Hoyer Jascha Narain Sohl-Dickstein S. Greydanus AI4CE 51 67 0 10 Sep 2019
Connectivity-Optimized Representation Learning via Persistent Homology Christoph Hofer Roland Kwitt Mandar Dixit Marc Niethammer 32 77 0 21 Jun 2019
A Topology Layer for Machine Learning Rickard Brüel-Gabrielsson Bradley J. Nelson Anjan Dwaraknath Primoz Skraba Leonidas Guibas Gunnar Carlsson AI4CE 46 132 0 29 May 2019
Shampoo: Preconditioned Stochastic Tensor Optimization Vineet Gupta Tomer Koren Y. Singer ODL 45 214 0 26 Feb 2018
Geometric deep learning: going beyond Euclidean data M. Bronstein Joan Bruna Yann LeCun Arthur Szlam P. Vandergheynst GNN 483 3,264 0 24 Nov 2016