Quantum Circuit Design Search

7 December 2020

Papers citing "Quantum Circuit Design Search"

11 / 11 papers shown

Title
Layerwise learning for quantum neural networks Andrea Skolik Jarrod R. McClean Masoud Mohseni Patrick van der Smagt Martin Leib 56 285 0 26 Jun 2020
Cost Function Dependent Barren Plateaus in Shallow Parametrized Quantum Circuits M. Cerezo A. Sone T. Volkoff L. Cincio Patrick J. Coles 63 124 0 02 Jan 2020
A Domain-agnostic, Noise-resistant, Hardware-efficient Evolutionary Variational Quantum Eigensolver Arthur G. Rattew Shaohan Hu Marco Pistoia Richard Chen Stephen P Wood 41 101 0 21 Oct 2019
Feature Engineering and Forecasting via Derivative-free Optimization and Ensemble of Sequence-to-sequence Networks with Applications in Renewable Energy Mohammad Pirhooshyaran K. Scheinberg L. Snyder AI4TS 35 27 0 12 Sep 2019
Automated quantum programming via reinforcement learning for combinatorial optimization K. McKiernan Erik J. Davis M. S. Alam C. Rigetti 89 21 0 21 Aug 2019
Efficient Learning for Deep Quantum Neural Networks Kerstin Beer Dmytro Bondarenko Terry Farrelly T. Osborne Robert Salzmann Ramona Wolf 59 560 0 27 Feb 2019
Barren plateaus in quantum neural network training landscapes Jarrod R. McClean Sergio Boixo V. Smelyanskiy Ryan Babbush Hartmut Neven 71 1,816 0 29 Mar 2018
Efficient Neural Architecture Search via Parameter Sharing Hieu H. Pham M. Guan Barret Zoph Quoc V. Le J. Dean 107 2,762 0 09 Feb 2018
Neural Architecture Search with Reinforcement Learning Barret Zoph Quoc V. Le 449 5,369 0 05 Nov 2016
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.7K 150,039 0 22 Dec 2014
Practical Bayesian Optimization of Machine Learning Algorithms Jasper Snoek Hugo Larochelle Ryan P. Adams 351 7,934 0 13 Jun 2012