2025
A Unified Theory of Quantum Neural Network Loss Landscapes
ICLR 2025poster
Classical neural networks with random initialization famously behave as Gaussian processes in the limit of many neurons, which allows one to completely characterize their training and generalization behavior. No such general understanding exists for quantum neural networks (QNNs), which—outside of c…