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Neural Tangent Kernel
The neural tangent kernel Jacot et al. (2018) for fully-connected and convolutional networks describes the behavior and asymptotic performance of these networks under the... -
GRAPH CONVOLUTIONAL NETWORKS FROM THE PER-SPECTIVE OF SHEAVES AND THE NEURAL ...
Graph convolutional networks are a popular class of deep neural network algorithms which have shown success in a number of relational learning tasks. Despite their success,...