FoSR: First-order spectral rewiring for addressing oversquashing in GNNs.
Kedar KarhadkarPradeep Kr. BanerjeeGuido MontúfarPublished in: ICLR (2023)
Keyphrases
- first order logic
- higher order
- spectral analysis
- semantic overlay networks
- stochastic dominance
- spectral features
- introducing additional
- hyperspectral
- spectral images
- hyperspectral imagery
- database
- universally quantified
- term rewriting
- multispectral images
- scale free
- case study
- hyperspectral images
- relational learning
- spectral decomposition
- bayesian networks
- multiscale
- image analysis