Weisfeiler and Lehman Go Topological: Message Passing Simplicial Networks.
Cristian BodnarFabrizio FrascaYuguang WangNina OtterGuido F. MontúfarPietro LióMichael M. BronsteinPublished in: ICML (2021)
Keyphrases
- message passing
- belief propagation
- betti numbers
- probabilistic inference
- singly connected
- distributed systems
- approximate inference
- inference in graphical models
- markov random field
- shared memory
- distributed shared memory
- topological features
- factor graphs
- sum product
- graphical models
- sum product algorithm
- matrix multiplication
- ldpc codes
- image processing
- network structure
- three dimensional
- feature space
- message passing interface
- graph cuts
- stereo matching