Vicente P. Soloviev

Trainability maximization using estimation of distribution algorithms assisted by surrogate modelling for quantum architecture search

2024 · EPJ Quantum Technology

Abstract Quantum architecture search (QAS) involves optimizing both the quantum parametric circuit configuration but also its parameters for a variational quantum algorithm. Thus, the problem is known to be multi-level as the performance of a …