arXiv stat.ML
· Papers
Sparse Covariance Neural Networks
arXiv:2410.01669v3 Announce Type: replace-cross Abstract: Covariance Neural Networks (VNNs) perform graph convolutions on the covariance matrix of input data to leverage correlation information as pairwise connections. They have achieved success in a multitude of applications such as neuroscience, financial forecasting