Quantum approximate optimization via learning-based adaptive
optimization

Quantum approximate optimization via learning-based adaptive optimization

27 March 2023

Papers citing "Quantum approximate optimization via learning-based adaptive optimization"

18 / 18 papers shown

Title
ODBO: Bayesian Optimization with Search Space Prescreening for Directed Protein Evolution Lixue Cheng Ziyi Yang Chang-Yu Hsieh Ben Liao Shengyu Zhang 38 6 0 19 May 2022
Autonomous optimization of nonaqueous battery electrolytes via robotic experimentation and machine learning Adarsh Dave Jared M. Mitchell S. Burke Hongyi Lin J. Whitacre V. Viswanathan 51 72 0 23 Nov 2021
Graph neural network initialisation of quantum approximate optimisation Nishant Jain Brian Coyle E. Kashefi N. Kumar GNN AI4CE 65 49 0 04 Nov 2021
Theory of overparametrization in quantum neural networks Martín Larocca Nathan Ju Diego García-Martín Patrick J. Coles M. Cerezo 79 191 0 23 Sep 2021
Training Saturation in Layerwise Quantum Approximate Optimisation E. Campos D. Rabinovich V. Akshay J. Biamonte 75 35 0 25 Jun 2021
Variational Neural Annealing Mohamed Hibat-Allah E. Inack R. Wiersema R. Melko Juan Carrasquilla DRL 89 82 0 25 Jan 2021
Effect of barren plateaus on gradient-free optimization A. Arrasmith M. Cerezo Piotr Czarnik L. Cincio Patrick J. Coles 74 213 0 24 Nov 2020
Noise-Induced Barren Plateaus in Variational Quantum Algorithms Samson Wang Enrico Fontana M. Cerezo Kunal Sharma A. Sone L. Cincio Patrick J. Coles 242 664 0 28 Jul 2020
Noisy-Input Entropy Search for Efficient Robust Bayesian Optimization Lukas P. Frohlich Edgar D. Klenske Julia Vinogradska Christian Daniel Melanie Zeilinger 88 37 0 07 Feb 2020
Accelerating Quantum Approximate Optimization Algorithm using Machine Learning M. Alam Abdullah Ash-Saki Swaroop Ghosh 39 51 0 04 Feb 2020
Re-Examining Linear Embeddings for High-Dimensional Bayesian Optimization Benjamin Letham Roberto Calandra Akshara Rai E. Bakshy 93 114 0 31 Jan 2020
Learning to Optimize Variational Quantum Circuits to Solve Combinatorial Problems Sami Khairy Ruslan Shaydulin L. Cincio Yuri Alexeev Prasanna Balaprakash 51 128 0 25 Nov 2019
Scalable Global Optimization via Local Bayesian Optimization Samyam Rajbhandari Michael Pearce Jacob R. Gardner Ryan D. Turner Matthias Poloczek 86 465 0 03 Oct 2019
Bayesian Optimization for Materials Design with Mixed Quantitative and Qualitative Variables Yichi Zhang D. Apley Wei Chen AI4CE 62 216 0 03 Oct 2019
Learning to learn with quantum neural networks via classical neural networks Guillaume Verdon Michael Broughton Jarrod R. McClean Kevin J Sung Ryan Babbush Zhang Jiang Hartmut Neven Masoud Mohseni 43 196 0 11 Jul 2019
A Tutorial on Bayesian Optimization P. Frazier GP 109 1,788 0 08 Jul 2018
Barren plateaus in quantum neural network training landscapes Jarrod R. McClean Sergio Boixo V. Smelyanskiy Ryan Babbush Hartmut Neven 89 1,821 0 29 Mar 2018
Bayesian Optimization with Unknown Constraints M. Gelbart Jasper Snoek Ryan P. Adams 78 450 0 22 Mar 2014