Adaptive sampling-based optimization of quantics tensor trains for noisy functions: applications to quantum simulations

Kohtaroh Sakaue, Hiroshi Shinaoka, Rihito Sakurai

Tensor cross interpolation (TCI) is a powerful technique for learning a tensor train (TT) by adaptively sampling a target tensor based on an interpolation formula. However, when th…