no code implementations • 16 Feb 2022 • Tom Vieijra, Laurens Vanderstraeten, Frank Verstraete
We argue and demonstrate that projected entangled-pair states (PEPS) outperform matrix product states significantly for the task of generative modeling of datasets with an intrinsic two-dimensional structure such as images.
no code implementations • 17 Nov 2020 • Corneel Casert, Tom Vieijra, Stephen Whitelam, Isaac Tamblyn
We use a neural network ansatz originally designed for the variational optimization of quantum systems to study dynamical large deviations in classical ones.
