Quantum Neural Architecture Search with Quantum Circuits Metric and
Bayesian Optimization

Quantum Neural Architecture Search with Quantum Circuits Metric and Bayesian Optimization

28 June 2022

Papers citing "Quantum Neural Architecture Search with Quantum Circuits Metric and Bayesian Optimization"

12 / 12 papers shown

Title
Cross-Problem Parameter Transfer in Quantum Approximate Optimization Algorithm: A Machine Learning Approach Kien X. Nguyen Bao Bach Ilya Safro 23 1 0 14 Apr 2025
Quantum Circuit Training with Growth-Based Architectures Callum Duffy Smit Chaudhary Gergana V. Velikova 73 0 0 25 Nov 2024
Quantum Machine Learning Architecture Search via Deep Reinforcement Learning Xin Dai Tzu-Chieh Wei Shinjae Yoo Samuel Yen-Chi Chen 40 3 0 29 Jul 2024
Differentiable Quantum Architecture Search in Asynchronous Quantum Reinforcement Learning Samuel Yen-Chi Chen 49 6 0 25 Jul 2024
Quantum Circuit Synthesis and Compilation Optimization: Overview and Prospects Yan Ge Wu Wenjie Chen Yuheng Pan Kaisen Lu Xudong Zhou Zixiang Wang Yuhan Wang Ruocheng Yan Junchi 35 14 0 30 Jun 2024
Quantum Architecture Search: A Survey Darya Martyniuk Johannes Jung Adrian Paschke AI4CE 36 8 0 10 Jun 2024
Review: Quantum Architecture Search with Unsupervised Representation Learning Yize Sun Zixin Wu Yunpu Ma Volker Tresp 38 7 0 21 Jan 2024
Neural auto-designer for enhanced quantum kernels Cong Lei Yuxuan Du Peng Mi Jun-chen Yu Tongliang Liu 23 5 0 20 Jan 2024
Toward Automated Quantum Variational Machine Learning Omer Subasi 25 2 0 04 Dec 2023
QArchSearch: A Scalable Quantum Architecture Search Package Ankit Kulshrestha Danylo Lykov Ilya Safro Yuri Alexeev 22 2 0 11 Oct 2023
Decoding surface codes with deep reinforcement learning and probabilistic policy reuse E. S. Matekole Esther Ye Ramya Iyer Samuel Yen-Chi Chen 29 2 0 22 Dec 2022
Quantum circuit architecture search for variational quantum algorithms Yuxuan Du Tao Huang Shan You Min-hsiu Hsieh Dacheng Tao 44 133 0 20 Oct 2020