A Convergence Theory for Over-parameterized Variational Quantum Eigensolvers

25 May 2022

Papers citing "A Convergence Theory for Over-parameterized Variational Quantum Eigensolvers"

4 / 4 papers shown

Title
Escaping from the Barren Plateau via Gaussian Initializations in Deep Variational Quantum Circuits Kaining Zhang Liu Liu Min-hsiu Hsieh Dacheng Tao 59 60 0 20 Feb 2025
Analyzing Convergence in Quantum Neural Networks: Deviations from Neural Tangent Kernels Xuchen You Shouvanik Chakrabarti Boyang Chen Xiaodi Wu 34 10 0 26 Mar 2023
Problem-Dependent Power of Quantum Neural Networks on Multi-Class Classification Yuxuan Du Yibo Yang Dacheng Tao Min-hsiu Hsieh 41 22 0 29 Dec 2022
Exponentially Many Local Minima in Quantum Neural Networks Xuchen You Xiaodi Wu 72 51 0 06 Oct 2021