Sparse Covariance Neural Networks

Andrea Cavallo, Zhan Gao, Elvin Isufi

Covariance Neural Networks (VNNs) perform graph convolutions on the covariance matrix of input data to leverage correlation information as pairwise connections. They have achieved…