Statistical Complexity of Quantum Learning

arXiv:2309.11617v2 Announce Type: replace-cross
Abstract: Recent years have seen significant activity on the problem of using data for the purpose of learning properties of quantum systems or of processing classical or quantum data via quantum computing. As in classical learning, quantum learning problems involve settings in which the mechanism generating the data is unknown, and the main goal of a learning algorithm is to ensure satisfactory accuracy levels when only given access to data and, possibly, side information such as …

abstract arxiv complexity computing cs.it data math.it math.mp math-ph processing quant-ph quantum quantum computing quantum data statistical stat.ml systems type via