Advanced26 min
Over-Smoothing and Depth in GNNs
Why deep GNNs collapse node representations, and the residual, jumping-knowledge and PairNorm fixes.
Assumes you know
Not yet written
This lesson is on the syllabus but has no text yet
The full curriculum is published up front so you can see the whole route and its dependencies. Lessons are being written in curriculum order.
What it will cover
- over-smoothing
- depth
- jumping knowledge
- PairNorm