Powerset Convolutional Neural Networks

Chris Wendler, Dan Alistarh, Markus Püschel

We present a novel class of convolutional neural networks (CNNs) for set functions, i.e., data indexed with the powerset of a finite set. The convolutions are derived as linear, sh…