Batch Before You Lift: Scalable Topological Deep Learning on Large Graphs
Cluster-TNN is introduced, a domain-agnostic framework that avoids this bottleneck by lifting locally instead, and enables the first training of multiple different higher-order Topological Neural Networks on large datasets such as Reddit and OGBN Products.
David Leko, Luka Beni'c, Guillermo Bernárdez et al.
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