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Intro
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Classroom Contents
Task Structure and Generalization in Graph Neural Networks
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- 1 Intro
- 2 Algorithmic Reasoning Tasks
- 3 Generalization Analysis of GNNS
- 4 Graph Neural Networks
- 5 Architectures
- 6 Algorithmic Alignment
- 7 Empirical Evidence
- 8 Alignment more generaly
- 9 Extrapolation
- 10 ReLu feedforward networks
- 11 Importance of training graphs
- 12 Summary Task Structure and generalization
