Statistical Analysis of Quantum State Learning Process in Quantum Neural Networks

26 September 2023

Papers citing "Statistical Analysis of Quantum State Learning Process in Quantum Neural Networks"

5 / 5 papers shown

Title
Analyzing Convergence in Quantum Neural Networks: Deviations from Neural Tangent Kernels Xuchen You Shouvanik Chakrabarti Boyang Chen Xiaodi Wu 32 10 0 26 Mar 2023
Mitigating barren plateaus of variational quantum eigensolvers Xia Liu Geng-yang Liu Jiaxin Huang Hao-Kai Zhang Xin Wang 29 40 0 26 May 2022
Power and limitations of single-qubit native quantum neural networks Zhan Yu Hong Yao Mujin Li Xin Wang 37 35 0 16 May 2022
Exponentially Many Local Minima in Quantum Neural Networks Xuchen You Xiaodi Wu 60 51 0 06 Oct 2021
Connecting ansatz expressibility to gradient magnitudes and barren plateaus Zoë Holmes Kunal Sharma M. Cerezo Patrick J. Coles 118 420 0 06 Jan 2021