Weisfeiler and Lehman Go Topological: Message Passing Simplicial Networks.
Cristian BodnarFabrizio FrascaYu Guang WangNina OtterGuido MontúfarPietro LiòMichael M. BronsteinPublished in: CoRR (2021)
Keyphrases
- message passing
- belief propagation
- distributed systems
- betti numbers
- singly connected
- factor graphs
- probabilistic inference
- distributed shared memory
- markov random field
- shared memory
- sum product algorithm
- approximate inference
- inference in graphical models
- sum product
- topological features
- ldpc codes
- loopy belief propagation
- matrix multiplication
- feature space
- high quality