Consistent Geometric Deep Learning via Hilbert Bundles and Cellular Sheaves

Kartik Tandon, Julian Gould, Tanishq Bhatia +3

Modern deep learning architectures increasingly contend with sophisticated signals that are natively infinite-dimensional, such as time series, probability distributions, or operat…