Neural incomplete factorization: learning preconditioners for the conjugate gradient method

25 May 2023

Papers citing "Neural incomplete factorization: learning preconditioners for the conjugate gradient method"

6 / 6 papers shown

Title
Graph Neural Preconditioners for Iterative Solutions of Sparse Linear Systems Jie Chen AI4CE 57 2 0 28 Jan 2025
Learning from Linear Algebra: A Graph Neural Network Approach to Preconditioner Design for Conjugate Gradient Solvers Vladislav Trifonov Alexander Rudikov Oleg Iliev Ivan V. Oseledets Ekaterina A. Muravleva Ekaterina Muravleva 32 2 0 24 May 2024
On Representing Linear Programs by Graph Neural Networks Ziang Chen Jialin Liu Xinshang Wang Jian Lu W. Yin AI4CE 42 31 0 25 Sep 2022
Graph-based Neural Acceleration for Nonnegative Matrix Factorization Jens Sjölund Maria Bånkestad GNN 25 9 0 01 Feb 2022
Tutorial on amortized optimization Brandon Amos OffRL 58 42 0 01 Feb 2022
Geometric Deep Learning: Grids, Groups, Graphs, Geodesics, and Gauges M. Bronstein Joan Bruna Taco S. Cohen Petar Velivcković GNN 163 1,095 0 27 Apr 2021