Cost Function Dependent Barren Plateaus in Shallow Parametrized Quantum
Circuits

Cost Function Dependent Barren Plateaus in Shallow Parametrized Quantum Circuits

2 January 2020

Patrick J. Coles

Papers citing "Cost Function Dependent Barren Plateaus in Shallow Parametrized Quantum Circuits"

19 / 19 papers shown

Title
Group-Invariant Quantum Machine Learning Martín Larocca F. Sauvage Faris M. Sbahi Guillaume Verdon Patrick J. Coles M. Cerezo AI4CE 21 118 0 04 May 2022
projUNN: efficient method for training deep networks with unitary matrices B. Kiani Randall Balestriero Yann LeCun S. Lloyd 43 32 0 10 Mar 2022
Quantum activation functions for quantum neural networks Marco Maronese C. Destri E. Prati AI4CE 11 31 0 10 Jan 2022
Towards Efficient Ansatz Architecture for Variational Quantum Algorithms Anbang Wu Gushu Li Yuke Wang Boyuan Feng Yufei Ding Yuan Xie 22 9 0 26 Nov 2021
Optimizing Quantum Variational Circuits with Deep Reinforcement Learning Owen Lockwood 22 9 0 07 Sep 2021
Variational Quantum Classifiers Through the Lens of the Hessian Pinaki Sen Amandeep Singh Bhatia A. Bhatia Ahmed Elbeltagi 25 24 0 21 May 2021
Entanglement Diagnostics for Efficient Quantum Computation Joonho Kim Yaron Oz 29 10 0 24 Feb 2021
Quantum machine learning with adaptive linear optics Ulysse Chabaud D. Markham A. Sohbi 13 21 0 08 Feb 2021
Long-time simulations with high fidelity on quantum hardware Joe Gibbs Kaitlin Gili Zoë Holmes Benjamin Commeau A. Arrasmith L. Cincio Patrick J. Coles A. Sornborger 58 53 0 08 Feb 2021
Learning quantum data with the quantum Earth Mover's distance B. Kiani Giacomo De Palma M. Marvian Zi-Wen Liu S. Lloyd 21 45 0 08 Jan 2021
Connecting ansatz expressibility to gradient magnitudes and barren plateaus Zoë Holmes Kunal Sharma M. Cerezo Patrick J. Coles 143 423 0 06 Jan 2021
VSQL: Variational Shadow Quantum Learning for Classification Guangxi Li Zhixin Song Xin Wang 19 44 0 15 Dec 2020
Quantum Circuit Design Search Mohammad Pirhooshyaran T. Terlaky 13 37 0 07 Dec 2020
On barren plateaus and cost function locality in variational quantum algorithms Alexey Uvarov Jacob Biamonte 13 124 0 20 Nov 2020
Absence of Barren Plateaus in Quantum Convolutional Neural Networks Arthur Pesah M. Cerezo Samson Wang T. Volkoff A. Sornborger Patrick J. Coles 16 278 0 05 Nov 2020
Entanglement Induced Barren Plateaus Carlos Ortiz Marrero M. Kieferová N. Wiebe 24 277 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 140 655 0 28 Jul 2020
Reformulation of the No-Free-Lunch Theorem for Entangled Data Sets Kunal Sharma M. Cerezo Zoë Holmes L. Cincio A. Sornborger Patrick J. Coles 13 48 0 09 Jul 2020
Robust data encodings for quantum classifiers Ryan Larose Brian Coyle 24 239 0 03 Mar 2020