Comb Tensor Networks vs. Matrix Product States: Enhanced Efficiency in High-Dimensional Spaces

Danylo Kolesnyk, Yelyzaveta Vodovozova

Modern approaches to generative modeling of continuous data using tensor networks incorporate compression layers to capture the most meaningful features of high-dimensional inputs.…