Quantum Architecture Search: A Survey

Quantum Architecture Search: A Survey

10 June 2024

Darya Martyniuk

Papers citing "Quantum Architecture Search: A Survey"

19 / 19 papers shown

Title
Learning to Program Quantum Measurements for Machine Learning Samuel Yen-Chi Chen Huan-Hsin Tseng Hsin-Yi Lin Shinjae Yoo 83 0 0 18 May 2025
Learning to Measure Quantum Neural Networks Samuel Yen-Chi Chen Huan-Hsin Tseng Hsin-Yi Lin Shinjae Yoo 44 5 0 10 Jan 2025
Better than classical? The subtle art of benchmarking quantum machine learning models Joseph Bowles Shahnawaz Ahmed Maria Schuld 61 72 0 11 Mar 2024
Curriculum reinforcement learning for quantum architecture search under hardware errors Yash J. Patel Akash Kundu M. Ostaszewski X. Bonet-Monroig Vedran Dunjko Onur Danaci 51 23 0 05 Feb 2024
Élivágar: Efficient Quantum Circuit Search for Classification Sashwat Anagolum Narges Alavisamani Poulami Das Moinuddin K. Qureshi Eric Kessler Yunong Shi 57 16 0 17 Jan 2024
Benchmarking Adaptative Variational Quantum Algorithms on QUBO Instances Gloria Turati Maurizio Ferrari Dacrema Paolo Cremonesi 43 3 0 03 Aug 2023
qgym: A Gym for Training and Benchmarking RL-Based Quantum Compilation S. V. D. Linde Willem de Kok T. Bontekoe Sebastian Feld 39 12 0 01 Aug 2023
Enhancing variational quantum state diagonalization using reinforcement learning techniques Akash Kundu Przemyslaw Bedelek M. Ostaszewski Onur Danaci Yash J. Patel Vedran Dunjko Jaroslaw Adam Miszczak 65 9 0 19 Jun 2023
Review of Ansatz Designing Techniques for Variational Quantum Algorithms Junhan Qin 47 11 0 07 Dec 2022
Quantum Neural Architecture Search with Quantum Circuits Metric and Bayesian Optimization Trong Duong Sang T. Truong Minh Tam B. Bach Juno Ryu J. Rhee 49 16 0 28 Jun 2022
QuantumNAS: Noise-Adaptive Search for Robust Quantum Circuits Hanrui Wang Yongshan Ding Jiaqi Gu Zirui Li Chengyue Wu David Z. Pan Frederic T. Chong Song Han 55 177 0 22 Jul 2021
Non-trivial symmetries in quantum landscapes and their resilience to quantum noise Enrico Fontana M. Cerezo A. Arrasmith I. Rungger Patrick J. Coles 37 22 0 17 Nov 2020
Quantum circuit architecture search for variational quantum algorithms Yuxuan Du Tao Huang Shan You Min-hsiu Hsieh Dacheng Tao 69 136 0 20 Oct 2020
Noise-Induced Barren Plateaus in Variational Quantum Algorithms Samson Wang Enrico Fontana M. Cerezo Kunal Sharma A. Sone L. Cincio Patrick J. Coles 215 661 0 28 Jul 2020
Meta-Learning: A Survey Joaquin Vanschoren FedML OOD 53 756 0 08 Oct 2018
A Tutorial on Bayesian Optimization P. Frazier GP 83 1,770 0 08 Jul 2018
DARTS: Differentiable Architecture Search Hanxiao Liu Karen Simonyan Yiming Yang 167 4,326 0 24 Jun 2018
Neural Architecture Search with Bayesian Optimisation and Optimal Transport Kirthevasan Kandasamy Willie Neiswanger J. Schneider Barnabás Póczós Eric Xing 64 603 0 11 Feb 2018
OpenAI Gym Greg Brockman Vicki Cheung Ludwig Pettersson Jonas Schneider John Schulman Jie Tang Wojciech Zaremba OffRL ODL 174 5,056 0 05 Jun 2016