Noah Daniels, large dimensional dataset search

A note on the VC dimension of 1-dimensional GNNs Noah Daniëls, Floris Geerts https://arxiv.org/abs/2410.07829

1-dimensional GNNs with a single parameter have an infinite VC dimension for unbounded graphs.

Generalized compression and compressive search of large datasets https://arxiv.org/abs/2409.12161

Noah M. Daniels’ research group, Algorithms for Big Data at URI https://github.com/URI-ABD