Connectivity determines the capability of sparse neural network quantum states

Brandon Barton, Juan Carrasquilla, Christopher Roth +1

The Lottery Ticket Hypothesis (LTH) posits that within overparametrized neural networks, there exist sparse subnetworks that are capable of matching the performance of the original…