Qiuhao Chen

Non-asymptotic Approximation Error Bounds of Parameterized Quantum Circuits

Understanding the power of parameterized quantum circuits (PQCs) in accomplishing machine learning tasks is one of the most important questions in quantum machine learning. In this paper, we focus on the PQC expressivity for general multivariate function classes. Previously established Universal App…