Non-trivial symmetries in quantum landscapes and their resilience to
quantum noise

Non-trivial symmetries in quantum landscapes and their resilience to quantum noise

17 November 2020

Patrick J. Coles

Papers citing "Non-trivial symmetries in quantum landscapes and their resilience to quantum noise"

12 / 12 papers shown

Title
Exponentially Many Local Minima in Quantum Neural Networks Xuchen You Xiaodi Wu 97 54 0 06 Oct 2021
Variational Quantum Algorithms M. Cerezo A. Arrasmith Ryan Babbush S. Benjamin Suguru Endo ... Jarrod R. McClean K. Mitarai Xiao Yuan L. Cincio Patrick J. Coles 100 2,521 0 16 Dec 2020
Absence of Barren Plateaus in Quantum Convolutional Neural Networks Arthur Pesah M. Cerezo Samson Wang T. Volkoff A. Sornborger Patrick J. Coles 67 279 0 05 Nov 2020
Entanglement Induced Barren Plateaus Carlos Ortiz Marrero M. Kieferová N. Wiebe 51 280 0 29 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 240 664 0 28 Jul 2020
Trainability of Dissipative Perceptron-Based Quantum Neural Networks Kunal Sharma M. Cerezo L. Cincio Patrick J. Coles GNN 56 148 0 26 May 2020
Stochastic gradient descent for hybrid quantum-classical optimization R. Sweke Frederik Wilde Johannes Jakob Meyer Maria Schuld Paul K. Fährmann Barthélémy Meynard-Piganeau Jens Eisert 47 240 0 02 Oct 2019
Quantum Natural Gradient J. Stokes J. Izaac N. Killoran Giuseppe Carleo 52 409 0 04 Sep 2019
Efficient Learning for Deep Quantum Neural Networks Kerstin Beer Dmytro Bondarenko Terry Farrelly T. Osborne Robert Salzmann Ramona Wolf 61 560 0 27 Feb 2019
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
Compiling quantum circuits to realistic hardware architectures using temporal planners Davide Venturelli M. Do E. Rieffel J. Frank LRM 26 129 0 24 May 2017
SGDR: Stochastic Gradient Descent with Warm Restarts I. Loshchilov Frank Hutter ODL 330 8,130 0 13 Aug 2016

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