From block-Toeplitz matrices to differential equations on graphs: towards a general theory for scalable masked Transformers.
Krzysztof ChoromanskiHan LinHaoxian ChenTianyi ZhangArijit SehanobishValerii LikhosherstovJack Parker-HolderTamás SarlósAdrian WellerThomas WeingartenPublished in: ICML (2022)
Keyphrases
- differential equations
- general theory
- systems of linear equations
- coefficient matrix
- dynamical systems
- morphological operators
- ordinary differential equations
- partial differential equations
- boundary value problem
- least squares
- numerical methods
- numerical solution
- linear systems
- stable models
- runge kutta
- computer vision
- color images
- pairwise